{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2022:XWE62NTQJVIMYQBKG3TDVMBIWG","short_pith_number":"pith:XWE62NTQ","canonical_record":{"source":{"id":"2211.16192","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2022-11-28T14:03:05Z","cross_cats_sorted":["cs.CR"],"title_canon_sha256":"00d0796a42b815fd222c9b2248ae84f18b909fcd78fee2e0ad6bcba84cf40b5b","abstract_canon_sha256":"76d3d81a79697e86cd65aa087f9b7dd843395c12953c426188f62849a0832602"},"schema_version":"1.0"},"canonical_sha256":"bd89ed36704d50cc402a36e63ab028b1b4e9c07cac393551664d140f76bee20c","source":{"kind":"arxiv","id":"2211.16192","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2211.16192","created_at":"2026-07-05T05:21:45Z"},{"alias_kind":"arxiv_version","alias_value":"2211.16192v2","created_at":"2026-07-05T05:21:45Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2211.16192","created_at":"2026-07-05T05:21:45Z"},{"alias_kind":"pith_short_12","alias_value":"XWE62NTQJVIM","created_at":"2026-07-05T05:21:45Z"},{"alias_kind":"pith_short_16","alias_value":"XWE62NTQJVIMYQBK","created_at":"2026-07-05T05:21:45Z"},{"alias_kind":"pith_short_8","alias_value":"XWE62NTQ","created_at":"2026-07-05T05:21:45Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2022:XWE62NTQJVIMYQBKG3TDVMBIWG","target":"record","payload":{"canonical_record":{"source":{"id":"2211.16192","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2022-11-28T14:03:05Z","cross_cats_sorted":["cs.CR"],"title_canon_sha256":"00d0796a42b815fd222c9b2248ae84f18b909fcd78fee2e0ad6bcba84cf40b5b","abstract_canon_sha256":"76d3d81a79697e86cd65aa087f9b7dd843395c12953c426188f62849a0832602"},"schema_version":"1.0"},"canonical_sha256":"bd89ed36704d50cc402a36e63ab028b1b4e9c07cac393551664d140f76bee20c","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T05:21:45.477961Z","signature_b64":"vtsJXXZlP+VOkf7/Gwy1g3qZzakHP3KRkhEtpVOSxGh5W3xu0QTUEQI3QQ2U6I9OOO9fx/hSEQpB170I+89jDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"bd89ed36704d50cc402a36e63ab028b1b4e9c07cac393551664d140f76bee20c","last_reissued_at":"2026-07-05T05:21:45.477488Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T05:21:45.477488Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2211.16192","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T05:21:45Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"EdBFbMjwBoynpbwKktHaXGK9peT/bis5dKxOeib9YB/tqwZF1h1e8+iyybaifZSovdV/46FajcbIByLXSe9EDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-10T14:47:12.058076Z"},"content_sha256":"a59b2f1fedf9207d5a15922ff371d8a467d59cba6aba20d222aa50230db14295","schema_version":"1.0","event_id":"sha256:a59b2f1fedf9207d5a15922ff371d8a467d59cba6aba20d222aa50230db14295"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2022:XWE62NTQJVIMYQBKG3TDVMBIWG","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Be Careful with Rotation: A Uniform Backdoor Pattern for 3D Shape","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CR"],"primary_cat":"cs.CV","authors_text":"Bing Li, Fazhi He, Linkun Fan, Qing Guo, Wei Tang, Xiaolin Hong","submitted_at":"2022-11-28T14:03:05Z","abstract_excerpt":"For saving cost, many deep neural networks (DNNs) are trained on third-party datasets downloaded from internet, which enables attacker to implant backdoor into DNNs. In 2D domain, inherent structures of different image formats are similar. Hence, backdoor attack designed for one image format will suite for others. However, when it comes to 3D world, there is a huge disparity among different 3D data structures. As a result, backdoor pattern designed for one certain 3D data structure will be disable for other data structures of the same 3D scene. Therefore, this paper designs a uniform backdoor "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2211.16192","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2211.16192/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T05:21:45Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"0la2pVELK3NSJM+ZtSLhl6SBkxkXgDhE/ov26BzMjoH8J+kNP0WScHHH+Zkeit1G1NerX7ZBnE8IizTSeluxCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-10T14:47:12.058698Z"},"content_sha256":"96d9d010a1d1862d3a40536289ac9f1c337f2bcc1cb76049ddd4246d22cdccf1","schema_version":"1.0","event_id":"sha256:96d9d010a1d1862d3a40536289ac9f1c337f2bcc1cb76049ddd4246d22cdccf1"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/XWE62NTQJVIMYQBKG3TDVMBIWG/bundle.json","state_url":"https://pith.science/pith/XWE62NTQJVIMYQBKG3TDVMBIWG/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/XWE62NTQJVIMYQBKG3TDVMBIWG/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-10T14:47:12Z","links":{"resolver":"https://pith.science/pith/XWE62NTQJVIMYQBKG3TDVMBIWG","bundle":"https://pith.science/pith/XWE62NTQJVIMYQBKG3TDVMBIWG/bundle.json","state":"https://pith.science/pith/XWE62NTQJVIMYQBKG3TDVMBIWG/state.json","well_known_bundle":"https://pith.science/.well-known/pith/XWE62NTQJVIMYQBKG3TDVMBIWG/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:XWE62NTQJVIMYQBKG3TDVMBIWG","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"76d3d81a79697e86cd65aa087f9b7dd843395c12953c426188f62849a0832602","cross_cats_sorted":["cs.CR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2022-11-28T14:03:05Z","title_canon_sha256":"00d0796a42b815fd222c9b2248ae84f18b909fcd78fee2e0ad6bcba84cf40b5b"},"schema_version":"1.0","source":{"id":"2211.16192","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2211.16192","created_at":"2026-07-05T05:21:45Z"},{"alias_kind":"arxiv_version","alias_value":"2211.16192v2","created_at":"2026-07-05T05:21:45Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2211.16192","created_at":"2026-07-05T05:21:45Z"},{"alias_kind":"pith_short_12","alias_value":"XWE62NTQJVIM","created_at":"2026-07-05T05:21:45Z"},{"alias_kind":"pith_short_16","alias_value":"XWE62NTQJVIMYQBK","created_at":"2026-07-05T05:21:45Z"},{"alias_kind":"pith_short_8","alias_value":"XWE62NTQ","created_at":"2026-07-05T05:21:45Z"}],"graph_snapshots":[{"event_id":"sha256:96d9d010a1d1862d3a40536289ac9f1c337f2bcc1cb76049ddd4246d22cdccf1","target":"graph","created_at":"2026-07-05T05:21:45Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2211.16192/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"For saving cost, many deep neural networks (DNNs) are trained on third-party datasets downloaded from internet, which enables attacker to implant backdoor into DNNs. In 2D domain, inherent structures of different image formats are similar. Hence, backdoor attack designed for one image format will suite for others. However, when it comes to 3D world, there is a huge disparity among different 3D data structures. As a result, backdoor pattern designed for one certain 3D data structure will be disable for other data structures of the same 3D scene. Therefore, this paper designs a uniform backdoor ","authors_text":"Bing Li, Fazhi He, Linkun Fan, Qing Guo, Wei Tang, Xiaolin Hong","cross_cats":["cs.CR"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2022-11-28T14:03:05Z","title":"Be Careful with Rotation: A Uniform Backdoor Pattern for 3D Shape"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2211.16192","kind":"arxiv","version":2},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:a59b2f1fedf9207d5a15922ff371d8a467d59cba6aba20d222aa50230db14295","target":"record","created_at":"2026-07-05T05:21:45Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"76d3d81a79697e86cd65aa087f9b7dd843395c12953c426188f62849a0832602","cross_cats_sorted":["cs.CR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2022-11-28T14:03:05Z","title_canon_sha256":"00d0796a42b815fd222c9b2248ae84f18b909fcd78fee2e0ad6bcba84cf40b5b"},"schema_version":"1.0","source":{"id":"2211.16192","kind":"arxiv","version":2}},"canonical_sha256":"bd89ed36704d50cc402a36e63ab028b1b4e9c07cac393551664d140f76bee20c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"bd89ed36704d50cc402a36e63ab028b1b4e9c07cac393551664d140f76bee20c","first_computed_at":"2026-07-05T05:21:45.477488Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T05:21:45.477488Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"vtsJXXZlP+VOkf7/Gwy1g3qZzakHP3KRkhEtpVOSxGh5W3xu0QTUEQI3QQ2U6I9OOO9fx/hSEQpB170I+89jDA==","signature_status":"signed_v1","signed_at":"2026-07-05T05:21:45.477961Z","signed_message":"canonical_sha256_bytes"},"source_id":"2211.16192","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a59b2f1fedf9207d5a15922ff371d8a467d59cba6aba20d222aa50230db14295","sha256:96d9d010a1d1862d3a40536289ac9f1c337f2bcc1cb76049ddd4246d22cdccf1"],"state_sha256":"98cda3d641760e3b2acd48716d9ed48de8288f62e58fb418d03e50e2db433fef"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ZJtdfqd+DatsIQLAWDYBwdRGEVESePmbXUbPXzETnsE/cYCXr+BHXTG3rnSpiBLuitCuYC/BktDGWNyydGnGAA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-10T14:47:12.064279Z","bundle_sha256":"866eafa4abf0661afb1136cc10dc876429ec2902ee3e97b8f2b58b0502aa8f71"}}