diff --git a/README.md b/README.md
index 20f309afec1e..e01637d14469 100644
--- a/README.md
+++ b/README.md
@@ -358,19 +358,23 @@ For more information on Cross Fork Object References, please [read our blog post
 
 ## 17. Scan Hugging Face
 
-### Scan a Hugging Face Model, Dataset or Space
+### Scan a Hugging Face Model, Dataset, Space or Bucket
 
 ```bash
-trufflehog huggingface --model <model_id> --space <space_id> --dataset <dataset_id>
+trufflehog huggingface \
+    --model <model_id> \
+    --dataset <dataset_id> \
+    --space <space_id> \
+    --bucket <bucket_id>
 ```
 
-### Scan all Models, Datasets and Spaces belonging to a Hugging Face Organization or User
+### Scan all Models, Datasets, Spaces and Buckets belonging to a Hugging Face Organization or User
 
 ```bash
 trufflehog huggingface --org <orgname> --user <username>
 ```
 
-(Optionally) When scanning an organization or user, you can skip an entire class of resources with `--skip-models`, `--skip-datasets`, `--skip-spaces` OR a particular resource with `--ignore-models <model_id>`, `--ignore-datasets <dataset_id>`, `--ignore-spaces <space_id>`.
+(Optionally) When scanning an organization or user, you can skip an entire class of resources with `--skip-all-models`, `--skip-all-datasets`, `--skip-all-spaces`, `--skip-all-buckets` OR a particular resource with `--ignore-models <model_id>`, `--ignore-datasets <dataset_id>`, `--ignore-spaces <space_id>`, `--ignore-buckets <bucket_id>`.
 
 ### Scan Discussion and PR Comments
 
@@ -422,6 +426,7 @@ TruffleHog has a sub-command for each source of data that you may want to scan:
 - git
 - github
 - gitlab
+- huggingface
 - docker
 - s3
 - filesystem (files and directories)
diff --git a/docs/man/trufflehog.1 b/docs/man/trufflehog.1
index 666b21e51a0d..85e7241b7f7b 100644
--- a/docs/man/trufflehog.1
+++ b/docs/man/trufflehog.1
@@ -487,7 +487,7 @@ Jenkins password
 Skip TLS verification
 .SS
 \fBhuggingface [<flags>]\fR
-Find credentials in HuggingFace datasets, models and spaces.
+Find credentials in HuggingFace datasets, models, spaces and buckets.
 .TP
 \fB--endpoint="https://huggingface.co"\fR
 HuggingFace endpoint.
@@ -501,6 +501,9 @@ HuggingFace space to scan. You can repeat this flag. Example: 'username/space'
 \fB--dataset=DATASET\fR
 HuggingFace dataset to scan. You can repeat this flag. Example: 'username/dataset'
 .TP
+\fB--bucket=BUCKET\fR
+HuggingFace bucket to scan. You can repeat this flag. Example: 'username/bucket'
+.TP
 \fB--org=ORG\fR
 HuggingFace organization to scan. You can repeat this flag. Example: "trufflesecurity"
 .TP
@@ -528,6 +531,12 @@ Spaces to ignore in scan. You can repeat this flag. Must use HuggingFace space f
 \fB--ignore-datasets=IGNORE-DATASETS\fR
 Datasets to ignore in scan. You can repeat this flag. Must use HuggingFace dataset full name. Example: 'username/dataset' (Only used with --user or --org)
 .TP
+\fB--include-buckets=INCLUDE-BUCKETS\fR
+Buckets to include in scan. You can repeat this flag. Must use HuggingFace bucket full name. Example: 'username/bucket' (Only used with --user or --org)
+.TP
+\fB--ignore-buckets=IGNORE-BUCKETS\fR
+Buckets to ignore in scan. You can repeat this flag. Must use HuggingFace bucket full name. Example: 'username/bucket' (Only used with --user or --org)
+.TP
 \fB--skip-all-models\fR
 Skip all model scans. (Only used with --user or --org)
 .TP
@@ -537,6 +546,9 @@ Skip all space scans. (Only used with --user or --org)
 \fB--skip-all-datasets\fR
 Skip all dataset scans. (Only used with --user or --org)
 .TP
+\fB--skip-all-buckets\fR
+Skip all bucket scans. (Only used with --user or --org)
+.TP
 \fB--include-discussions\fR
 Include discussions in scan.
 .TP
diff --git a/main.go b/main.go
index 8f2c66b2e30e..d25b24b8ae5b 100644
--- a/main.go
+++ b/main.go
@@ -249,11 +249,12 @@ var (
 	jenkinsPassword              = jenkinsScan.Flag("password", "Jenkins password").Envar("JENKINS_PASSWORD").String()
 	jenkinsInsecureSkipVerifyTLS = jenkinsScan.Flag("insecure-skip-verify-tls", "Skip TLS verification").Envar("JENKINS_INSECURE_SKIP_VERIFY_TLS").Bool()
 
-	huggingfaceScan     = cli.Command("huggingface", "Find credentials in HuggingFace datasets, models and spaces.")
+	huggingfaceScan     = cli.Command("huggingface", "Find credentials in HuggingFace datasets, models, spaces and buckets.")
 	huggingfaceEndpoint = huggingfaceScan.Flag("endpoint", "HuggingFace endpoint.").Default("https://huggingface.co").String()
 	huggingfaceModels   = huggingfaceScan.Flag("model", "HuggingFace model to scan. You can repeat this flag. Example: 'username/model'").Strings()
 	huggingfaceSpaces   = huggingfaceScan.Flag("space", "HuggingFace space to scan. You can repeat this flag. Example: 'username/space'").Strings()
 	huggingfaceDatasets = huggingfaceScan.Flag("dataset", "HuggingFace dataset to scan. You can repeat this flag. Example: 'username/dataset'").Strings()
+	huggingfaceBuckets  = huggingfaceScan.Flag("bucket", "HuggingFace bucket to scan. You can repeat this flag. Example: 'username/bucket'").Strings()
 	huggingfaceOrgs     = huggingfaceScan.Flag("org", `HuggingFace organization to scan. You can repeat this flag. Example: "trufflesecurity"`).Strings()
 	huggingfaceUsers    = huggingfaceScan.Flag("user", `HuggingFace user to scan. You can repeat this flag. Example: "trufflesecurity"`).Strings()
 	huggingfaceToken    = huggingfaceScan.Flag("token", "HuggingFace token. Can be provided with environment variable HUGGINGFACE_TOKEN.").Envar("HUGGINGFACE_TOKEN").String()
@@ -264,9 +265,12 @@ var (
 	huggingfaceIgnoreModels       = huggingfaceScan.Flag("ignore-models", "Models to ignore in scan. You can repeat this flag. Must use HuggingFace model full name. Example: 'username/model' (Only used with --user or --org)").Strings()
 	huggingfaceIgnoreSpaces       = huggingfaceScan.Flag("ignore-spaces", "Spaces to ignore in scan. You can repeat this flag. Must use HuggingFace space full name. Example: 'username/space' (Only used with --user or --org)").Strings()
 	huggingfaceIgnoreDatasets     = huggingfaceScan.Flag("ignore-datasets", "Datasets to ignore in scan. You can repeat this flag. Must use HuggingFace dataset full name. Example: 'username/dataset' (Only used with --user or --org)").Strings()
+	huggingfaceIncludeBuckets     = huggingfaceScan.Flag("include-buckets", "Buckets to include in scan. You can repeat this flag. Must use HuggingFace bucket full name. Example: 'username/bucket' (Only used with --user or --org)").Strings()
+	huggingfaceIgnoreBuckets      = huggingfaceScan.Flag("ignore-buckets", "Buckets to ignore in scan. You can repeat this flag. Must use HuggingFace bucket full name. Example: 'username/bucket' (Only used with --user or --org)").Strings()
 	huggingfaceSkipAllModels      = huggingfaceScan.Flag("skip-all-models", "Skip all model scans. (Only used with --user or --org)").Bool()
 	huggingfaceSkipAllSpaces      = huggingfaceScan.Flag("skip-all-spaces", "Skip all space scans. (Only used with --user or --org)").Bool()
 	huggingfaceSkipAllDatasets    = huggingfaceScan.Flag("skip-all-datasets", "Skip all dataset scans. (Only used with --user or --org)").Bool()
+	huggingfaceSkipAllBuckets     = huggingfaceScan.Flag("skip-all-buckets", "Skip all bucket scans. (Only used with --user or --org)").Bool()
 	huggingfaceIncludeDiscussions = huggingfaceScan.Flag("include-discussions", "Include discussions in scan.").Bool()
 	huggingfaceIncludePrs         = huggingfaceScan.Flag("include-prs", "Include pull requests in scan.").Bool()
 
@@ -1118,8 +1122,8 @@ func runSingleScan(ctx context.Context, cmd string, cfg engine.Config) (metrics,
 			*huggingfaceEndpoint = strings.TrimRight(*huggingfaceEndpoint, "/")
 		}
 
-		if len(*huggingfaceModels) == 0 && len(*huggingfaceSpaces) == 0 && len(*huggingfaceDatasets) == 0 && len(*huggingfaceOrgs) == 0 && len(*huggingfaceUsers) == 0 {
-			return scanMetrics, fmt.Errorf("invalid config: you must specify at least one organization, user, model, space or dataset")
+		if len(*huggingfaceModels) == 0 && len(*huggingfaceSpaces) == 0 && len(*huggingfaceDatasets) == 0 && len(*huggingfaceBuckets) == 0 && len(*huggingfaceOrgs) == 0 && len(*huggingfaceUsers) == 0 {
+			return scanMetrics, fmt.Errorf("invalid config: you must specify at least one organization, user, model, space, dataset or bucket")
 		}
 
 		cfg := engine.HuggingfaceConfig{
@@ -1127,18 +1131,22 @@ func runSingleScan(ctx context.Context, cmd string, cfg engine.Config) (metrics,
 			Models:             *huggingfaceModels,
 			Spaces:             *huggingfaceSpaces,
 			Datasets:           *huggingfaceDatasets,
+			Buckets:            *huggingfaceBuckets,
 			Organizations:      *huggingfaceOrgs,
 			Users:              *huggingfaceUsers,
 			Token:              *huggingfaceToken,
 			IncludeModels:      *huggingfaceIncludeModels,
 			IncludeSpaces:      *huggingfaceIncludeSpaces,
 			IncludeDatasets:    *huggingfaceIncludeDatasets,
+			IncludeBuckets:     *huggingfaceIncludeBuckets,
 			IgnoreModels:       *huggingfaceIgnoreModels,
 			IgnoreSpaces:       *huggingfaceIgnoreSpaces,
 			IgnoreDatasets:     *huggingfaceIgnoreDatasets,
+			IgnoreBuckets:      *huggingfaceIgnoreBuckets,
 			SkipAllModels:      *huggingfaceSkipAllModels,
 			SkipAllSpaces:      *huggingfaceSkipAllSpaces,
 			SkipAllDatasets:    *huggingfaceSkipAllDatasets,
+			SkipAllBuckets:     *huggingfaceSkipAllBuckets,
 			IncludeDiscussions: *huggingfaceIncludeDiscussions,
 			IncludePrs:         *huggingfaceIncludePrs,
 			Concurrency:        *concurrency,
diff --git a/pkg/engine/huggingface.go b/pkg/engine/huggingface.go
index 9a20fe27f713..e735be54f145 100644
--- a/pkg/engine/huggingface.go
+++ b/pkg/engine/huggingface.go
@@ -10,7 +10,7 @@ import (
 	"github.com/trufflesecurity/trufflehog/v3/pkg/sources/huggingface"
 )
 
-// HuggingFaceConfig represents the configuration for HuggingFace.
+// HuggingfaceConfig represents the configuration for HuggingFace.
 type HuggingfaceConfig struct {
 	Endpoint           string
 	Models             []string
@@ -24,16 +24,20 @@ type HuggingfaceConfig struct {
 	IgnoreSpaces       []string
 	IncludeDatasets    []string
 	IgnoreDatasets     []string
+	Buckets            []string
+	IncludeBuckets     []string
+	IgnoreBuckets      []string
 	SkipAllModels      bool
 	SkipAllSpaces      bool
 	SkipAllDatasets    bool
+	SkipAllBuckets     bool
 	IncludeDiscussions bool
 	IncludePrs         bool
 	Token              string
 	Concurrency        int
 }
 
-// ScanGitHub scans HuggingFace with the provided options.
+// ScanHuggingface scans HuggingFace with the provided options.
 func (e *Engine) ScanHuggingface(ctx context.Context, c HuggingfaceConfig) (sources.JobProgressRef, error) {
 	connection := sourcespb.Huggingface{
 		Endpoint:           c.Endpoint,
@@ -48,9 +52,13 @@ func (e *Engine) ScanHuggingface(ctx context.Context, c HuggingfaceConfig) (sour
 		IgnoreSpaces:       c.IgnoreSpaces,
 		IncludeDatasets:    c.IncludeDatasets,
 		IgnoreDatasets:     c.IgnoreDatasets,
+		Buckets:            c.Buckets,
+		IncludeBuckets:     c.IncludeBuckets,
+		IgnoreBuckets:      c.IgnoreBuckets,
 		SkipAllModels:      c.SkipAllModels,
 		SkipAllSpaces:      c.SkipAllSpaces,
 		SkipAllDatasets:    c.SkipAllDatasets,
+		SkipAllBuckets:     c.SkipAllBuckets,
 		IncludeDiscussions: c.IncludeDiscussions,
 		IncludePrs:         c.IncludePrs,
 	}
diff --git a/pkg/pb/sourcespb/sources.pb.go b/pkg/pb/sourcespb/sources.pb.go
index 3cacd1c41ad6..5483055f85c7 100644
--- a/pkg/pb/sourcespb/sources.pb.go
+++ b/pkg/pb/sourcespb/sources.pb.go
@@ -2719,6 +2719,10 @@ type Huggingface struct {
 	SkipAllDatasets    bool                     `protobuf:"varint,18,opt,name=skip_all_datasets,json=skipAllDatasets,proto3" json:"skip_all_datasets,omitempty"`
 	IncludeDiscussions bool                     `protobuf:"varint,11,opt,name=include_discussions,json=includeDiscussions,proto3" json:"include_discussions,omitempty"`
 	IncludePrs         bool                     `protobuf:"varint,19,opt,name=include_prs,json=includePrs,proto3" json:"include_prs,omitempty"`
+	Buckets            []string                 `protobuf:"bytes,20,rep,name=buckets,proto3" json:"buckets,omitempty"`
+	IgnoreBuckets      []string                 `protobuf:"bytes,21,rep,name=ignore_buckets,json=ignoreBuckets,proto3" json:"ignore_buckets,omitempty"`
+	IncludeBuckets     []string                 `protobuf:"bytes,22,rep,name=include_buckets,json=includeBuckets,proto3" json:"include_buckets,omitempty"`
+	SkipAllBuckets     bool                     `protobuf:"varint,23,opt,name=skip_all_buckets,json=skipAllBuckets,proto3" json:"skip_all_buckets,omitempty"`
 }
 
 func (x *Huggingface) Reset() {
@@ -2893,6 +2897,34 @@ func (x *Huggingface) GetIncludePrs() bool {
 	return false
 }
 
+func (x *Huggingface) GetBuckets() []string {
+	if x != nil {
+		return x.Buckets
+	}
+	return nil
+}
+
+func (x *Huggingface) GetIgnoreBuckets() []string {
+	if x != nil {
+		return x.IgnoreBuckets
+	}
+	return nil
+}
+
+func (x *Huggingface) GetIncludeBuckets() []string {
+	if x != nil {
+		return x.IncludeBuckets
+	}
+	return nil
+}
+
+func (x *Huggingface) GetSkipAllBuckets() bool {
+	if x != nil {
+		return x.SkipAllBuckets
+	}
+	return false
+}
+
 type isHuggingface_Credential interface {
 	isHuggingface_Credential()
 }
@@ -5561,7 +5593,7 @@ var file_sources_proto_rawDesc = []byte{
 	0x04, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x1b, 0x2e, 0x63, 0x72, 0x65, 0x64, 0x65, 0x6e, 0x74, 0x69,
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+	0x64, 0x65, 0x6e, 0x74, 0x69, 0x61, 0x6c, 0x22, 0xf9, 0x06, 0x0a, 0x0b, 0x48, 0x75, 0x67, 0x67,
 	0x69, 0x6e, 0x67, 0x66, 0x61, 0x63, 0x65, 0x12, 0x24, 0x0a, 0x08, 0x65, 0x6e, 0x64, 0x70, 0x6f,
 	0x69, 0x6e, 0x74, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x42, 0x08, 0xfa, 0x42, 0x05, 0x72, 0x03,
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@@ -5607,419 +5639,428 @@ var file_sources_proto_rawDesc = []byte{
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+	0x5f, 0x43, 0x45, 0x4e, 0x54, 0x45, 0x52, 0x10, 0x02, 0x2a, 0x87, 0x01, 0x0a, 0x14, 0x4a, 0x69,
+	0x72, 0x61, 0x49, 0x6e, 0x73, 0x74, 0x61, 0x6c, 0x6c, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x54, 0x79,
+	0x70, 0x65, 0x12, 0x25, 0x0a, 0x21, 0x4a, 0x49, 0x52, 0x41, 0x5f, 0x49, 0x4e, 0x53, 0x54, 0x41,
+	0x4c, 0x4c, 0x41, 0x54, 0x49, 0x4f, 0x4e, 0x5f, 0x54, 0x59, 0x50, 0x45, 0x5f, 0x41, 0x55, 0x54,
+	0x4f, 0x44, 0x45, 0x54, 0x45, 0x43, 0x54, 0x10, 0x00, 0x12, 0x20, 0x0a, 0x1c, 0x4a, 0x49, 0x52,
+	0x41, 0x5f, 0x49, 0x4e, 0x53, 0x54, 0x41, 0x4c, 0x4c, 0x41, 0x54, 0x49, 0x4f, 0x4e, 0x5f, 0x54,
+	0x59, 0x50, 0x45, 0x5f, 0x43, 0x4c, 0x4f, 0x55, 0x44, 0x10, 0x01, 0x12, 0x26, 0x0a, 0x22, 0x4a,
+	0x49, 0x52, 0x41, 0x5f, 0x49, 0x4e, 0x53, 0x54, 0x41, 0x4c, 0x4c, 0x41, 0x54, 0x49, 0x4f, 0x4e,
+	0x5f, 0x54, 0x59, 0x50, 0x45, 0x5f, 0x44, 0x41, 0x54, 0x41, 0x5f, 0x43, 0x45, 0x4e, 0x54, 0x45,
+	0x52, 0x10, 0x02, 0x42, 0x3b, 0x5a, 0x39, 0x67, 0x69, 0x74, 0x68, 0x75, 0x62, 0x2e, 0x63, 0x6f,
+	0x6d, 0x2f, 0x74, 0x72, 0x75, 0x66, 0x66, 0x6c, 0x65, 0x73, 0x65, 0x63, 0x75, 0x72, 0x69, 0x74,
+	0x79, 0x2f, 0x74, 0x72, 0x75, 0x66, 0x66, 0x6c, 0x65, 0x68, 0x6f, 0x67, 0x2f, 0x76, 0x33, 0x2f,
+	0x70, 0x6b, 0x67, 0x2f, 0x70, 0x62, 0x2f, 0x73, 0x6f, 0x75, 0x72, 0x63, 0x65, 0x73, 0x70, 0x62,
+	0x62, 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33,
 }
 
 var (
diff --git a/pkg/pb/sourcespb/sources.pb.validate.go b/pkg/pb/sourcespb/sources.pb.validate.go
index 5f38a46fa24d..0f4e08b90c2e 100644
--- a/pkg/pb/sourcespb/sources.pb.validate.go
+++ b/pkg/pb/sourcespb/sources.pb.validate.go
@@ -3444,6 +3444,8 @@ func (m *Huggingface) validate(all bool) error {
 
 	// no validation rules for IncludePrs
 
+	// no validation rules for SkipAllBuckets
+
 	switch v := m.Credential.(type) {
 	case *Huggingface_Token:
 		if v == nil {
diff --git a/pkg/sources/huggingface/bucket.go b/pkg/sources/huggingface/bucket.go
new file mode 100644
index 000000000000..54800f90f21b
--- /dev/null
+++ b/pkg/sources/huggingface/bucket.go
@@ -0,0 +1,150 @@
+package huggingface
+
+import (
+	"fmt"
+	"strings"
+
+	"github.com/trufflesecurity/trufflehog/v3/pkg/common"
+	"github.com/trufflesecurity/trufflehog/v3/pkg/context"
+	"github.com/trufflesecurity/trufflehog/v3/pkg/handlers"
+	"github.com/trufflesecurity/trufflehog/v3/pkg/pb/source_metadatapb"
+	"github.com/trufflesecurity/trufflehog/v3/pkg/sanitizer"
+	"github.com/trufflesecurity/trufflehog/v3/pkg/sources"
+)
+
+// maxBucketFileSize is the largest bucket file that will be downloaded and
+// scanned. Files larger than this are skipped.
+const maxBucketFileSize = 250 * 1024 * 1024 // 250MB
+
+// cacheBucketInfo fetches bucket metadata (notably its visibility) and caches
+// it, then adds the bucket to the list of buckets to scan. Unlike models,
+// spaces, and datasets, buckets are not git repos, so they are keyed by their
+// plain "namespace/name" ID instead of a clone URL.
+func (s *Source) cacheBucketInfo(ctx context.Context, bucketID string) error {
+	bucketCtx := context.WithValue(ctx, BUCKET, bucketID)
+
+	if _, ok := s.repoInfoCache.get(bucketID); !ok {
+		bucketCtx.Logger().V(2).Info("Caching bucket info")
+		bucket, err := s.apiClient.GetBucket(bucketCtx, bucketID)
+		if err != nil {
+			bucketCtx.Logger().Error(err, "failed to fetch bucket")
+			return err
+		}
+		if bucket.BucketID == "" {
+			bucketCtx.Logger().Error(fmt.Errorf("no bucket found for bucket"), bucketID)
+			return nil
+		}
+		s.repoInfoCache.put(bucketID, repoInfo{
+			owner:        strings.Split(bucket.BucketID, "/")[0],
+			name:         strings.Split(bucket.BucketID, "/")[1],
+			fullName:     bucket.BucketID,
+			visibility:   getVisibility(bucket.IsPrivate),
+			resourceType: BUCKET,
+		})
+	}
+	s.buckets = append(s.buckets, bucketID)
+	return nil
+}
+
+// fetchAndCacheBuckets enumerates all buckets belonging to an author (user or
+// org) and caches the ones that survive include/exclude filtering.
+func (s *Source) fetchAndCacheBuckets(ctx context.Context, author string) error {
+	buckets, err := s.apiClient.ListBucketsByAuthor(ctx, author)
+	if err != nil {
+		return err
+	}
+	for _, bucket := range buckets {
+		s.filteredBucketsCache.Set(bucket.BucketID, bucket.BucketID)
+		// Set is a no-op for buckets excluded by include/ignore globs.
+		if _, ok := s.filteredBucketsCache.Get(bucket.BucketID); !ok {
+			continue
+		}
+		if err := s.cacheBucketInfo(ctx, bucket.BucketID); err != nil {
+			continue
+		}
+	}
+	return nil
+}
+
+// scanBuckets lists and scans the files of all enumerated buckets. Buckets
+// are object storage rather than git repos, so files are downloaded
+// individually and chunked directly.
+func (s *Source) scanBuckets(ctx context.Context, chunksChan chan *sources.Chunk) error {
+	ctx.Logger().V(2).Info("Found buckets to scan", "count", len(s.buckets))
+
+	scanErrs := sources.NewScanErrors()
+	reporter := sources.ChanReporter{Ch: chunksChan}
+
+	for _, bucketID := range s.buckets {
+		bucketInfo, ok := s.repoInfoCache.get(bucketID)
+		if !ok {
+			// This should never happen.
+			err := fmt.Errorf("no bucketInfo for bucket: %s", bucketID)
+			ctx.Logger().Error(err, "failed to scan bucket")
+			continue
+		}
+		bucketCtx := context.WithValues(ctx, BUCKET, bucketID)
+
+		files, err := s.apiClient.ListBucketFiles(bucketCtx, bucketID)
+		if err != nil {
+			scanErrs.Add(fmt.Errorf("error listing files in bucket %s: %w", bucketID, err))
+			continue
+		}
+
+		for _, file := range files {
+			s.jobPool.Go(func() error {
+				if common.IsDone(bucketCtx) {
+					return nil
+				}
+				if file.Type != "file" {
+					return nil
+				}
+				if file.Size > maxBucketFileSize {
+					bucketCtx.Logger().V(2).Info("Skipping bucket file: exceeds max size", "path", file.Path, "size", file.Size)
+					return nil
+				}
+				if err := s.scanBucketFile(bucketCtx, bucketID, bucketInfo, file, reporter); err != nil {
+					scanErrs.Add(fmt.Errorf("error scanning file %s in bucket %s: %w", file.Path, bucketID, err))
+				}
+				return nil
+			})
+		}
+	}
+
+	_ = s.jobPool.Wait()
+	if scanErrs.Count() > 0 {
+		ctx.Logger().V(0).Info("failed to scan some buckets", "error_count", scanErrs.Count(), "errors", scanErrs.String())
+	}
+	s.SetProgressComplete(len(s.buckets), len(s.buckets), "Completed HuggingFace bucket scan", "")
+	return nil
+}
+
+// scanBucketFile downloads a single bucket file and chunks its content.
+func (s *Source) scanBucketFile(ctx context.Context, bucketID string, bucketInfo repoInfo, file BucketFile, reporter sources.ChanReporter) error {
+	body, err := s.apiClient.DownloadBucketFile(ctx, bucketID, file.Path)
+	if err != nil {
+		return err
+	}
+	defer func() { _ = body.Close() }()
+
+	chunkSkel := &sources.Chunk{
+		SourceType: s.Type(),
+		SourceName: s.name,
+		SourceID:   s.SourceID(),
+		JobID:      s.JobID(),
+		SourceMetadata: &source_metadatapb.MetaData{
+			Data: &source_metadatapb.MetaData_Huggingface{
+				Huggingface: &source_metadatapb.Huggingface{
+					File:         sanitizer.UTF8(file.Path),
+					Link:         sanitizer.UTF8(fmt.Sprintf("%s/%s/%s/resolve/%s", s.conn.Endpoint, BucketsRoute, bucketID, escapePathSegments(file.Path))),
+					Repository:   sanitizer.UTF8(fmt.Sprintf("%s/%s/%s", s.conn.Endpoint, BucketsRoute, bucketID)),
+					Visibility:   bucketInfo.visibility,
+					ResourceType: BUCKET,
+				},
+			},
+		},
+		SourceVerify: s.verify,
+	}
+
+	return handlers.HandleFile(ctx, body, chunkSkel, reporter)
+}
diff --git a/pkg/sources/huggingface/client.go b/pkg/sources/huggingface/client.go
index e2f10522fa6a..f37ad225abd3 100644
--- a/pkg/sources/huggingface/client.go
+++ b/pkg/sources/huggingface/client.go
@@ -4,7 +4,10 @@ import (
 	"encoding/json"
 	"errors"
 	"fmt"
+	"io"
 	"net/http"
+	"net/url"
+	"strings"
 	"time"
 
 	"github.com/trufflesecurity/trufflehog/v3/pkg/context"
@@ -15,12 +18,14 @@ var apiPaths = map[string]string{
 	DATASET: DatasetsRoute,
 	MODEL:   ModelsAPIRoute,
 	SPACE:   SpacesRoute,
+	BUCKET:  BucketsRoute,
 }
 
 var htmlPaths = map[string]string{
 	DATASET: DatasetsRoute,
 	MODEL:   "",
 	SPACE:   SpacesRoute,
+	BUCKET:  BucketsRoute,
 }
 
 type Author struct {
@@ -113,20 +118,52 @@ type Repo struct {
 	RepoID    string `json:"id"`
 }
 
+type Bucket struct {
+	IsPrivate bool   `json:"private"`
+	BucketID  string `json:"id"`
+}
+
+type BucketFile struct {
+	Type string `json:"type"`
+	Path string `json:"path"`
+	Size int64  `json:"size"`
+}
+
 type HFClient struct {
 	BaseURL    string
 	APIKey     string
 	HTTPClient *http.Client
+	// downloadClient streams file bodies. Unlike HTTPClient it has no overall
+	// Timeout, because http.Client.Timeout also interrupts Response.Body reads —
+	// which would kill large/slow downloads handed to handlers.HandleFile.
+	downloadClient *http.Client
 }
 
 // NewHFClient creates a new HF client
 func NewHFClient(baseURL, apiKey string, timeout time.Duration) *HFClient {
+	// Bound the connect + response-header phase (including redirect hops to the
+	// CDN) without capping the body read; overall cancellation comes from the
+	// request context. Built explicitly (rather than cloning DefaultTransport)
+	// so it stays a *http.Transport even when tests swap the default transport.
+	downloadTransport := &http.Transport{
+		Proxy:                 http.ProxyFromEnvironment,
+		ForceAttemptHTTP2:     true,
+		MaxIdleConns:          100,
+		IdleConnTimeout:       90 * time.Second,
+		TLSHandshakeTimeout:   10 * time.Second,
+		ExpectContinueTimeout: 1 * time.Second,
+		ResponseHeaderTimeout: timeout,
+	}
+
 	return &HFClient{
 		BaseURL: baseURL,
 		APIKey:  apiKey,
 		HTTPClient: &http.Client{
 			Timeout: timeout,
 		},
+		downloadClient: &http.Client{
+			Transport: downloadTransport,
+		},
 	}
 }
 
@@ -205,6 +242,136 @@ func (c *HFClient) ListReposByAuthor(ctx context.Context, resourceType string, a
 	return repos, err
 }
 
+// GetBucket retrieves bucket metadata from the Hugging Face API.
+func (c *HFClient) GetBucket(ctx context.Context, bucketID string) (Bucket, error) {
+	var bucket Bucket
+	url, err := buildAPIURL(c.BaseURL, BUCKET, bucketID)
+	if err != nil {
+		return bucket, err
+	}
+	err = c.get(ctx, url, &bucket)
+	return bucket, err
+}
+
+// ListBucketsByAuthor retrieves buckets from the Hugging Face API by author (user or org).
+func (c *HFClient) ListBucketsByAuthor(ctx context.Context, author string) ([]Bucket, error) {
+	var buckets []Bucket
+	url := fmt.Sprintf("%s/%s/%s/%s?limit=%d", c.BaseURL, APIRoute, BucketsRoute, author, bucketsPagination)
+	for url != "" {
+		var page []Bucket
+		next, err := c.getPage(ctx, url, &page)
+		if err != nil {
+			return buckets, err
+		}
+		buckets = append(buckets, page...)
+		url = next
+	}
+	return buckets, nil
+}
+
+// ListBucketFiles recursively lists all files in a bucket, following Link
+// header pagination.
+func (c *HFClient) ListBucketFiles(ctx context.Context, bucketID string) ([]BucketFile, error) {
+	var files []BucketFile
+	url := fmt.Sprintf("%s/%s/%s/%s/tree?recursive=true&limit=%d", c.BaseURL, APIRoute, BucketsRoute, bucketID, bucketsPagination)
+	for url != "" {
+		var page []BucketFile
+		next, err := c.getPage(ctx, url, &page)
+		if err != nil {
+			return files, err
+		}
+		files = append(files, page...)
+		url = next
+	}
+	return files, nil
+}
+
+// DownloadBucketFile streams a file's content from a bucket via the resolve
+// endpoint. The caller is responsible for closing the returned reader.
+func (c *HFClient) DownloadBucketFile(ctx context.Context, bucketID string, path string) (io.ReadCloser, error) {
+	// Escape each path segment individually so special characters (spaces,
+	// '?', '#', etc.) are encoded while slashes are preserved as separators.
+	downloadURL := fmt.Sprintf("%s/%s/%s/resolve/%s", c.BaseURL, BucketsRoute, bucketID, escapePathSegments(path))
+
+	req, err := http.NewRequestWithContext(ctx, "GET", downloadURL, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to create HuggingFace bucket download request: %w", err)
+	}
+	req.Header.Set("Authorization", "Bearer "+c.APIKey)
+
+	resp, err := c.downloadClient.Do(req)
+	if err != nil {
+		return nil, fmt.Errorf("failed to download bucket file %s: %w", path, err)
+	}
+	if resp.StatusCode != http.StatusOK {
+		_ = resp.Body.Close()
+		return nil, fmt.Errorf("failed to download bucket file %s: status %d", path, resp.StatusCode)
+	}
+	return resp.Body, nil
+}
+
+// getPage makes a GET request like get, but additionally returns the "next"
+// URL from the response Link header, if any, for paginated endpoints.
+func (c *HFClient) getPage(ctx context.Context, url string, target interface{}) (string, error) {
+	ctx, cancel := context.WithTimeout(ctx, 10*time.Second)
+	defer cancel()
+
+	req, err := http.NewRequestWithContext(ctx, "GET", url, nil)
+	if err != nil {
+		return "", fmt.Errorf("failed to create HuggingFace API request: %w", err)
+	}
+	req.Header.Set("Authorization", "Bearer "+c.APIKey)
+
+	resp, err := c.HTTPClient.Do(req)
+	if err != nil {
+		return "", fmt.Errorf("failed to make request to HuggingFace API: %w", err)
+	}
+	defer func() { _ = resp.Body.Close() }()
+
+	if resp.StatusCode == http.StatusUnauthorized {
+		return "", errors.New("invalid API key")
+	}
+	if resp.StatusCode == http.StatusForbidden {
+		return "", errors.New("access to this resource is restricted and you are not in the authorized list. Visit the resource to ask for access")
+	}
+	if resp.StatusCode != http.StatusOK {
+		return "", fmt.Errorf("unexpected status %d from HuggingFace API", resp.StatusCode)
+	}
+
+	if err := json.NewDecoder(resp.Body).Decode(target); err != nil {
+		return "", err
+	}
+	return parseNextLink(resp.Header.Get("Link")), nil
+}
+
+// escapePathSegments URL-encodes each slash-separated segment of a path while
+// keeping the slashes as separators, e.g. "a b/c?d" -> "a%20b/c%3Fd".
+func escapePathSegments(path string) string {
+	segments := strings.Split(path, "/")
+	for i, segment := range segments {
+		segments[i] = url.PathEscape(segment)
+	}
+	return strings.Join(segments, "/")
+}
+
+// parseNextLink extracts the URL with rel="next" from a Link header value.
+// Example: <https://huggingface.co/api/...?cursor=abc>; rel="next"
+func parseNextLink(header string) string {
+	for _, part := range strings.Split(header, ",") {
+		sections := strings.Split(part, ";")
+		if len(sections) < 2 {
+			continue
+		}
+		urlPart := strings.Trim(strings.TrimSpace(sections[0]), "<>")
+		for _, param := range sections[1:] {
+			if strings.TrimSpace(param) == `rel="next"` {
+				return urlPart
+			}
+		}
+	}
+	return ""
+}
+
 // getResourceAPIPath returns the API path for the given resource type
 func getResourceAPIPath(resourceType string) string {
 	return apiPaths[resourceType]
diff --git a/pkg/sources/huggingface/huggingface.go b/pkg/sources/huggingface/huggingface.go
index 57d6a1a0e0a2..996a86ca3f08 100644
--- a/pkg/sources/huggingface/huggingface.go
+++ b/pkg/sources/huggingface/huggingface.go
@@ -32,12 +32,18 @@ const (
 	DatasetsRoute     = "datasets"
 	SpacesRoute       = "spaces"
 	ModelsAPIRoute    = "models"
+	BucketsRoute      = "buckets"
 	DiscussionsRoute  = "discussions"
 	APIRoute          = "api"
 	DATASET           = "dataset"
 	MODEL             = "model"
 	SPACE             = "space"
+	BUCKET            = "bucket"
 	defaultPagination = 100
+
+	// bucketsPagination is the page size for bucket listing endpoints,
+	// which default to 100 items per page (5000 max).
+	bucketsPagination = 5000
 )
 
 type resourceType string
@@ -56,10 +62,12 @@ type Source struct {
 	models   []string
 	spaces   []string
 	datasets []string
+	buckets  []string
 
 	filteredModelsCache   *filteredRepoCache
 	filteredSpacesCache   *filteredRepoCache
 	filteredDatasetsCache *filteredRepoCache
+	filteredBucketsCache  *filteredRepoCache
 
 	repoInfoCache repoInfoCache
 
@@ -76,6 +84,7 @@ type Source struct {
 	skipAllModels      bool
 	skipAllSpaces      bool
 	skipAllDatasets    bool
+	skipAllBuckets     bool
 	includeDiscussions bool
 	includePrs         bool
 
@@ -220,9 +229,16 @@ func (s *Source) Init(ctx context.Context, name string, jobID sources.JobID, sou
 		s.conn.GetIgnoreDatasets(),
 	)
 
+	s.filteredBucketsCache = s.newFilteredRepoCache(ctx, simple.NewCache[string](),
+		append(s.conn.GetBuckets(), s.conn.GetIncludeBuckets()...),
+		s.conn.GetIgnoreBuckets(),
+	)
+
 	s.models = initializeRepos(s.filteredModelsCache, s.conn.Models, fmt.Sprintf("%s/%s.git", s.conn.Endpoint, "%s"))
 	s.spaces = initializeRepos(s.filteredSpacesCache, s.conn.Spaces, fmt.Sprintf("%s/%s/%s.git", s.conn.Endpoint, SpacesRoute, "%s"))
 	s.datasets = initializeRepos(s.filteredDatasetsCache, s.conn.Datasets, fmt.Sprintf("%s/%s/%s.git", s.conn.Endpoint, DatasetsRoute, "%s"))
+	// Buckets are not git repos; they are keyed by their plain "namespace/name" ID.
+	s.buckets = initializeRepos(s.filteredBucketsCache, s.conn.Buckets, "%s")
 	s.repoInfoCache = newRepoInfoCache()
 
 	s.includeDiscussions = s.conn.IncludeDiscussions
@@ -262,6 +278,7 @@ func (s *Source) Init(ctx context.Context, name string, jobID sources.JobID, sou
 	s.skipAllModels = s.conn.SkipAllModels
 	s.skipAllSpaces = s.conn.SkipAllSpaces
 	s.skipAllDatasets = s.conn.SkipAllDatasets
+	s.skipAllBuckets = s.conn.SkipAllBuckets
 
 	return nil
 }
@@ -285,6 +302,12 @@ func (s *Source) validateIgnoreIncludeRepos() error {
 	if err := verifySlashSeparatedStrings(s.conn.IncludeDatasets); err != nil {
 		return err
 	}
+	if err := verifySlashSeparatedStrings(s.conn.IgnoreBuckets); err != nil {
+		return err
+	}
+	if err := verifySlashSeparatedStrings(s.conn.IncludeBuckets); err != nil {
+		return err
+	}
 	return nil
 }
 
@@ -366,12 +389,20 @@ func (s *Source) enumerate(ctx context.Context) error {
 		}
 	}
 
-	ctx.Logger().Info("Completed enumeration", "num_models", len(s.models), "num_spaces", len(s.spaces), "num_datasets", len(s.datasets))
+	s.buckets = make([]string, 0, s.filteredBucketsCache.Count())
+	for _, bucket := range s.filteredBucketsCache.Keys() {
+		if err := s.cacheBucketInfo(ctx, bucket); err != nil {
+			continue
+		}
+	}
+
+	ctx.Logger().Info("Completed enumeration", "num_models", len(s.models), "num_spaces", len(s.spaces), "num_datasets", len(s.datasets), "num_buckets", len(s.buckets))
 
 	// We must sort the repos so we can resume later if necessary.
 	sort.Strings(s.models)
 	sort.Strings(s.datasets)
 	sort.Strings(s.spaces)
+	sort.Strings(s.buckets)
 	return nil
 }
 
@@ -475,6 +506,12 @@ func (s *Source) enumerateAuthors(ctx context.Context) {
 				continue
 			}
 		}
+		if !s.skipAllBuckets {
+			if err := s.fetchAndCacheBuckets(orgCtx, org); err != nil {
+				orgCtx.Logger().Error(err, "Failed to fetch buckets for organization")
+				continue
+			}
+		}
 	}
 	for _, user := range s.usersCache.Keys() {
 		userCtx := context.WithValue(ctx, "user", user)
@@ -496,6 +533,12 @@ func (s *Source) enumerateAuthors(ctx context.Context) {
 				continue
 			}
 		}
+		if !s.skipAllBuckets {
+			if err := s.fetchAndCacheBuckets(userCtx, user); err != nil {
+				userCtx.Logger().Error(err, "Failed to fetch buckets for user")
+				continue
+			}
+		}
 	}
 }
 
@@ -590,6 +633,9 @@ func (s *Source) scan(ctx context.Context, chunksChan chan *sources.Chunk) error
 	if err := s.scanRepos(ctx, chunksChan, DATASET); err != nil {
 		return err
 	}
+	if err := s.scanBuckets(ctx, chunksChan); err != nil {
+		return err
+	}
 	return nil
 }
 
diff --git a/pkg/sources/huggingface/huggingface_client_test.go b/pkg/sources/huggingface/huggingface_client_test.go
index 15977d10e653..4a0229066369 100644
--- a/pkg/sources/huggingface/huggingface_client_test.go
+++ b/pkg/sources/huggingface/huggingface_client_test.go
@@ -2,6 +2,7 @@ package huggingface
 
 import (
 	"fmt"
+	"net/http"
 	"strconv"
 	"testing"
 	"time"
@@ -649,3 +650,40 @@ func TestGetGitPath_SpaceResource(t *testing.T) {
 	path := discussion.GetGitPath()
 	assert.Equal(t, expectedPath, path)
 }
+
+func TestNewHFClient_DownloadClientHasNoOverallTimeout(t *testing.T) {
+	client := NewHFClient("https://huggingface.co", TEST_TOKEN, 10*time.Second)
+
+	// The API client keeps an overall timeout (its body is consumed in-call).
+	assert.Equal(t, 10*time.Second, client.HTTPClient.Timeout)
+
+	// The download client must NOT have an overall timeout, since that would
+	// also interrupt streaming Response.Body reads in handlers.HandleFile.
+	assert.Equal(t, time.Duration(0), client.downloadClient.Timeout)
+
+	// The header phase is still bounded at the transport level.
+	transport, ok := client.downloadClient.Transport.(*http.Transport)
+	assert.True(t, ok)
+	assert.Equal(t, 10*time.Second, transport.ResponseHeaderTimeout)
+}
+
+func TestEscapePathSegments(t *testing.T) {
+	tests := []struct {
+		name     string
+		path     string
+		expected string
+	}{
+		{"simple", "file.jsonl", "file.jsonl"},
+		{"nested preserves slashes", "synthtraces/abf-123.jsonl", "synthtraces/abf-123.jsonl"},
+		{"space", "my dir/my file.jsonl", "my%20dir/my%20file.jsonl"},
+		{"question mark", "data?.jsonl", "data%3F.jsonl"},
+		{"hash", "v#1/data.jsonl", "v%231/data.jsonl"},
+		{"percent", "100%/data.jsonl", "100%25/data.jsonl"},
+		{"empty", "", ""},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			assert.Equal(t, tt.expected, escapePathSegments(tt.path))
+		})
+	}
+}
diff --git a/proto/sources.proto b/proto/sources.proto
index 1fc3ba38fa2f..9ecf24bee7b0 100644
--- a/proto/sources.proto
+++ b/proto/sources.proto
@@ -336,6 +336,10 @@ message Huggingface {
   bool  skip_all_datasets = 18;
   bool include_discussions = 11;
   bool include_prs = 19;
+  repeated string buckets = 20;
+  repeated string ignore_buckets = 21;
+  repeated string include_buckets = 22;
+  bool skip_all_buckets = 23;
 }
 
 enum JiraInstallationType {