LF Security Corpus: Media Hidden Channels LSB, palette, alpha and transparent-pixel hidden-channel challenges. Synthetic security fixtures, not usable models. Collection by LayerFault Aug 20 - LayerFault/media-gif-palette-lsb Updated Aug 20 LayerFault/media-png-bit-reversed Updated Aug 20 LayerFault/media-png-interleaved-channel Updated Aug 20 LayerFault/media-png-lsb-alpha Updated Aug 20
LF Security Corpus: Media Containers & Polyglots Appended archives, nested containers and cross-format media challenges. Synthetic security fixtures, not usable models. Collection by LayerFault Aug 20 - LayerFault/media-gif-appended-zip Updated Aug 20 LayerFault/media-jpeg-appended-zip Updated Aug 20 LayerFault/media-jpeg-zip-python-source Updated Aug 20 LayerFault/media-nested-image-zip-image Updated Aug 20
LF Security Corpus: Weights & Adapter Comparisons Tiny synthetic base/derived weight, LoRA and adapter comparison challenges. Collection by LayerFault Aug 21 - LayerFault/lora-clean-adapter-control Updated Aug 20 LayerFault/lora-modules-to-save-risk Updated Aug 20 LayerFault/lora-rank-anomaly Updated Aug 20 LayerFault/lora-scaling-anomaly Updated Aug 20
LF Security Corpus: Hub & LFS Repository State Git LFS pointers, repository object expectations, revision and sidecar-state challenges. Collection by LayerFault Aug 20 - LayerFault/hub-lfs-clean-pointer-control Updated Aug 20 LayerFault/hub-lfs-doc-pointer-control Updated Aug 20 LayerFault/hub-lfs-duplicate-pointer-conflict Updated Aug 20 LayerFault/hub-lfs-extension-content-mismatch Updated Aug 20
LF Security Corpus: External Data Sidecars ONNX external-data path, bounds, sidecar and ambiguity challenges. Collection by LayerFault Aug 20 - LayerFault/external-data-absolute-path Updated Aug 20 LayerFault/external-data-case-collision Updated Aug 20 LayerFault/external-data-clean-control Updated Aug 20 LayerFault/external-data-doc-path-control Updated Aug 20
LF Security Corpus: Media Metadata Evasion EXIF, XMP, compressed, encoded and fragmented metadata challenges. Synthetic security fixtures, not usable models. Collection by LayerFault Aug 20 - LayerFault/media-gif-comment-marker Updated Aug 20 LayerFault/media-jpeg-comment-marker Updated Aug 20 LayerFault/media-jpeg-exif-description Updated Aug 20 LayerFault/media-jpeg-xmp-marker Updated Aug 20
LF Security Corpus: Media Format Identity Image format identity, extension mismatch and artifact identity challenges. Synthetic security fixtures, not usable models. Collection by LayerFault Aug 20 - LayerFault/media-bmp-claim-png-content Updated Aug 20 LayerFault/media-case-mismatch-extension Updated Aug 20 LayerFault/media-double-extension-png-dat Updated Aug 20 LayerFault/media-extensionless-png Updated Aug 20
LF Security Corpus: Lineage & Identity Base/derived identity, parent, tokenizer, code, shard and graph-lineage challenges. Collection by LayerFault Aug 20 - LayerFault/lineage-base-name-similarity-mismatch Updated Aug 20 LayerFault/lineage-clean-base-derived-control Updated Aug 20 LayerFault/lineage-config-architecture-drift Updated Aug 20 LayerFault/lineage-declared-parent-chain-loop Updated Aug 20
LF Security Corpus: Model Format Mutation Matrix Safetensors, GGUF, ONNX, TFLite, Keras and OpenVINO structure mutations. Collection by LayerFault Aug 20 - LayerFault/format-gguf-clean-control Updated Aug 20 • 14 LayerFault/format-gguf-trailing-archive Updated Aug 20 • 21 LayerFault/format-gguf-truncated-header Updated Aug 20 • 8 LayerFault/format-keras-clean-control Updated Aug 20 • 8
LF Security Corpus: Package Evasion & Correlation Filename, nesting, dilution, indirection and cross-file correlation challenges. Synthetic security fixtures, not usable models. Collection by LayerFault Aug 20 - LayerFault/evasion-archive-inside-archive Updated Aug 20 • 5 LayerFault/evasion-base64-split-marker Updated Aug 20 • 4 LayerFault/evasion-benign-noise-dilution Updated Aug 20 • 4 LayerFault/evasion-case-variant-sidecar Updated Aug 20 • 4
LF Security Corpus: Media Hidden Channels LSB, palette, alpha and transparent-pixel hidden-channel challenges. Synthetic security fixtures, not usable models. Collection by LayerFault Aug 20 - LayerFault/media-gif-palette-lsb Updated Aug 20 LayerFault/media-png-bit-reversed Updated Aug 20 LayerFault/media-png-interleaved-channel Updated Aug 20 LayerFault/media-png-lsb-alpha Updated Aug 20
LF Security Corpus: Media Metadata Evasion EXIF, XMP, compressed, encoded and fragmented metadata challenges. Synthetic security fixtures, not usable models. Collection by LayerFault Aug 20 - LayerFault/media-gif-comment-marker Updated Aug 20 LayerFault/media-jpeg-comment-marker Updated Aug 20 LayerFault/media-jpeg-exif-description Updated Aug 20 LayerFault/media-jpeg-xmp-marker Updated Aug 20
LF Security Corpus: Media Containers & Polyglots Appended archives, nested containers and cross-format media challenges. Synthetic security fixtures, not usable models. Collection by LayerFault Aug 20 - LayerFault/media-gif-appended-zip Updated Aug 20 LayerFault/media-jpeg-appended-zip Updated Aug 20 LayerFault/media-jpeg-zip-python-source Updated Aug 20 LayerFault/media-nested-image-zip-image Updated Aug 20
LF Security Corpus: Media Format Identity Image format identity, extension mismatch and artifact identity challenges. Synthetic security fixtures, not usable models. Collection by LayerFault Aug 20 - LayerFault/media-bmp-claim-png-content Updated Aug 20 LayerFault/media-case-mismatch-extension Updated Aug 20 LayerFault/media-double-extension-png-dat Updated Aug 20 LayerFault/media-extensionless-png Updated Aug 20
LF Security Corpus: Weights & Adapter Comparisons Tiny synthetic base/derived weight, LoRA and adapter comparison challenges. Collection by LayerFault Aug 21 - LayerFault/lora-clean-adapter-control Updated Aug 20 LayerFault/lora-modules-to-save-risk Updated Aug 20 LayerFault/lora-rank-anomaly Updated Aug 20 LayerFault/lora-scaling-anomaly Updated Aug 20
LF Security Corpus: Lineage & Identity Base/derived identity, parent, tokenizer, code, shard and graph-lineage challenges. Collection by LayerFault Aug 20 - LayerFault/lineage-base-name-similarity-mismatch Updated Aug 20 LayerFault/lineage-clean-base-derived-control Updated Aug 20 LayerFault/lineage-config-architecture-drift Updated Aug 20 LayerFault/lineage-declared-parent-chain-loop Updated Aug 20
LF Security Corpus: Hub & LFS Repository State Git LFS pointers, repository object expectations, revision and sidecar-state challenges. Collection by LayerFault Aug 20 - LayerFault/hub-lfs-clean-pointer-control Updated Aug 20 LayerFault/hub-lfs-doc-pointer-control Updated Aug 20 LayerFault/hub-lfs-duplicate-pointer-conflict Updated Aug 20 LayerFault/hub-lfs-extension-content-mismatch Updated Aug 20
LF Security Corpus: Model Format Mutation Matrix Safetensors, GGUF, ONNX, TFLite, Keras and OpenVINO structure mutations. Collection by LayerFault Aug 20 - LayerFault/format-gguf-clean-control Updated Aug 20 • 14 LayerFault/format-gguf-trailing-archive Updated Aug 20 • 21 LayerFault/format-gguf-truncated-header Updated Aug 20 • 8 LayerFault/format-keras-clean-control Updated Aug 20 • 8
LF Security Corpus: External Data Sidecars ONNX external-data path, bounds, sidecar and ambiguity challenges. Collection by LayerFault Aug 20 - LayerFault/external-data-absolute-path Updated Aug 20 LayerFault/external-data-case-collision Updated Aug 20 LayerFault/external-data-clean-control Updated Aug 20 LayerFault/external-data-doc-path-control Updated Aug 20
LF Security Corpus: Package Evasion & Correlation Filename, nesting, dilution, indirection and cross-file correlation challenges. Synthetic security fixtures, not usable models. Collection by LayerFault Aug 20 - LayerFault/evasion-archive-inside-archive Updated Aug 20 • 5 LayerFault/evasion-base64-split-marker Updated Aug 20 • 4 LayerFault/evasion-benign-noise-dilution Updated Aug 20 • 4 LayerFault/evasion-case-variant-sidecar Updated Aug 20 • 4
Aug 20