{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:WTJWUFIMXTMRAHT5SSIRMZUZQR","short_pith_number":"pith:WTJWUFIM","canonical_record":{"source":{"id":"2503.00721","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2025-03-02T04:02:58Z","cross_cats_sorted":["eess.SP"],"title_canon_sha256":"17ffcdc21afdfb5ae2b28197c2ff3eed11ce2accd5140a03c88c34c18f0fee65","abstract_canon_sha256":"75fb318a29b1978acb2aaa8c30f47687c45bb9d038a1a26bcace51af635540c9"},"schema_version":"1.0"},"canonical_sha256":"b4d36a150cbcd9101e7d9491166699846aaed38da4d6e2e3c182bb00a196c5c6","source":{"kind":"arxiv","id":"2503.00721","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2503.00721","created_at":"2026-07-05T10:22:59Z"},{"alias_kind":"arxiv_version","alias_value":"2503.00721v1","created_at":"2026-07-05T10:22:59Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2503.00721","created_at":"2026-07-05T10:22:59Z"},{"alias_kind":"pith_short_12","alias_value":"WTJWUFIMXTMR","created_at":"2026-07-05T10:22:59Z"},{"alias_kind":"pith_short_16","alias_value":"WTJWUFIMXTMRAHT5","created_at":"2026-07-05T10:22:59Z"},{"alias_kind":"pith_short_8","alias_value":"WTJWUFIM","created_at":"2026-07-05T10:22:59Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:WTJWUFIMXTMRAHT5SSIRMZUZQR","target":"record","payload":{"canonical_record":{"source":{"id":"2503.00721","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2025-03-02T04:02:58Z","cross_cats_sorted":["eess.SP"],"title_canon_sha256":"17ffcdc21afdfb5ae2b28197c2ff3eed11ce2accd5140a03c88c34c18f0fee65","abstract_canon_sha256":"75fb318a29b1978acb2aaa8c30f47687c45bb9d038a1a26bcace51af635540c9"},"schema_version":"1.0"},"canonical_sha256":"b4d36a150cbcd9101e7d9491166699846aaed38da4d6e2e3c182bb00a196c5c6","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:22:59.531217Z","signature_b64":"5CEAnP80gHUc48o4zjolbEVxeBsz/gTrYdPHjQUs1FVm+QgMYko6Yp6V8nB7C7eZowkAhK2XbAc9cQyYylM7Cg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"b4d36a150cbcd9101e7d9491166699846aaed38da4d6e2e3c182bb00a196c5c6","last_reissued_at":"2026-07-05T10:22:59.530544Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:22:59.530544Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2503.00721","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:22:59Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"stS6lem7p1bNUfWFSM9AippckFOjiXWVnxZDCC08SgilYzOTzxzNj87Td6H4J1XVsRtSnPLBCnDnVpWiicUsAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-17T12:22:12.040986Z"},"content_sha256":"13bd44124d39c9e6ff6b10216785c57c1cf0a8173907d1044fe5d5f735450a85","schema_version":"1.0","event_id":"sha256:13bd44124d39c9e6ff6b10216785c57c1cf0a8173907d1044fe5d5f735450a85"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:WTJWUFIMXTMRAHT5SSIRMZUZQR","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Aerial Secure Collaborative Communications under Eavesdropper Collusion in Low-altitude Economy: A Generative Swarm Intelligent Approach","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["eess.SP"],"primary_cat":"cs.NE","authors_text":"Dong In Kim, Dusit Niyato, Geng Sun, Jiacheng Wang, Jiahui Li, Qingqing Wu, Shuang Liang","submitted_at":"2025-03-02T04:02:58Z","abstract_excerpt":"In this work, we aim to introduce distributed collaborative beamforming (DCB) into AAV swarms and handle the eavesdropper collusion by controlling the corresponding signal distributions. Specifically, we consider a two-way DCB-enabled aerial communication between two AAV swarms and construct these swarms as two AAV virtual antenna arrays. Then, we minimize the two-way known secrecy capacity and maximum sidelobe level to avoid information leakage from the known and unknown eavesdroppers, respectively. Simultaneously, we also minimize the energy consumption of AAVs when constructing virtual ante"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2503.00721","kind":"arxiv","version":1},"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/2503.00721/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":"2026-07-05T10:22:59Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"lsRwj8M5f8YrzFEcbqSVaOitVqIbgPcbThuGu6P6zVZ6MIbq/rITzo3JjABxl37T1WRlbSbS26/i6TMqc6RXBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-17T12:22:12.041431Z"},"content_sha256":"d7f86de165e2efc2085bbe77aeb5aec173ac305e23464f985a56f59b58800043","schema_version":"1.0","event_id":"sha256:d7f86de165e2efc2085bbe77aeb5aec173ac305e23464f985a56f59b58800043"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/WTJWUFIMXTMRAHT5SSIRMZUZQR/bundle.json","state_url":"https://pith.science/pith/WTJWUFIMXTMRAHT5SSIRMZUZQR/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/WTJWUFIMXTMRAHT5SSIRMZUZQR/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":"2026-08-17T12:22:12Z","links":{"resolver":"https://pith.science/pith/WTJWUFIMXTMRAHT5SSIRMZUZQR","bundle":"https://pith.science/pith/WTJWUFIMXTMRAHT5SSIRMZUZQR/bundle.json","state":"https://pith.science/pith/WTJWUFIMXTMRAHT5SSIRMZUZQR/state.json","well_known_bundle":"https://pith.science/.well-known/pith/WTJWUFIMXTMRAHT5SSIRMZUZQR/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:WTJWUFIMXTMRAHT5SSIRMZUZQR","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":"75fb318a29b1978acb2aaa8c30f47687c45bb9d038a1a26bcace51af635540c9","cross_cats_sorted":["eess.SP"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2025-03-02T04:02:58Z","title_canon_sha256":"17ffcdc21afdfb5ae2b28197c2ff3eed11ce2accd5140a03c88c34c18f0fee65"},"schema_version":"1.0","source":{"id":"2503.00721","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2503.00721","created_at":"2026-07-05T10:22:59Z"},{"alias_kind":"arxiv_version","alias_value":"2503.00721v1","created_at":"2026-07-05T10:22:59Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2503.00721","created_at":"2026-07-05T10:22:59Z"},{"alias_kind":"pith_short_12","alias_value":"WTJWUFIMXTMR","created_at":"2026-07-05T10:22:59Z"},{"alias_kind":"pith_short_16","alias_value":"WTJWUFIMXTMRAHT5","created_at":"2026-07-05T10:22:59Z"},{"alias_kind":"pith_short_8","alias_value":"WTJWUFIM","created_at":"2026-07-05T10:22:59Z"}],"graph_snapshots":[{"event_id":"sha256:d7f86de165e2efc2085bbe77aeb5aec173ac305e23464f985a56f59b58800043","target":"graph","created_at":"2026-07-05T10:22:59Z","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/2503.00721/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In this work, we aim to introduce distributed collaborative beamforming (DCB) into AAV swarms and handle the eavesdropper collusion by controlling the corresponding signal distributions. Specifically, we consider a two-way DCB-enabled aerial communication between two AAV swarms and construct these swarms as two AAV virtual antenna arrays. Then, we minimize the two-way known secrecy capacity and maximum sidelobe level to avoid information leakage from the known and unknown eavesdroppers, respectively. Simultaneously, we also minimize the energy consumption of AAVs when constructing virtual ante","authors_text":"Dong In Kim, Dusit Niyato, Geng Sun, Jiacheng Wang, Jiahui Li, Qingqing Wu, Shuang Liang","cross_cats":["eess.SP"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2025-03-02T04:02:58Z","title":"Aerial Secure Collaborative Communications under Eavesdropper Collusion in Low-altitude Economy: A Generative Swarm Intelligent Approach"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2503.00721","kind":"arxiv","version":1},"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":"sha256:13bd44124d39c9e6ff6b10216785c57c1cf0a8173907d1044fe5d5f735450a85","target":"record","created_at":"2026-07-05T10:22:59Z","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":"75fb318a29b1978acb2aaa8c30f47687c45bb9d038a1a26bcace51af635540c9","cross_cats_sorted":["eess.SP"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2025-03-02T04:02:58Z","title_canon_sha256":"17ffcdc21afdfb5ae2b28197c2ff3eed11ce2accd5140a03c88c34c18f0fee65"},"schema_version":"1.0","source":{"id":"2503.00721","kind":"arxiv","version":1}},"canonical_sha256":"b4d36a150cbcd9101e7d9491166699846aaed38da4d6e2e3c182bb00a196c5c6","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b4d36a150cbcd9101e7d9491166699846aaed38da4d6e2e3c182bb00a196c5c6","first_computed_at":"2026-07-05T10:22:59.530544Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:22:59.530544Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"5CEAnP80gHUc48o4zjolbEVxeBsz/gTrYdPHjQUs1FVm+QgMYko6Yp6V8nB7C7eZowkAhK2XbAc9cQyYylM7Cg==","signature_status":"signed_v1","signed_at":"2026-07-05T10:22:59.531217Z","signed_message":"canonical_sha256_bytes"},"source_id":"2503.00721","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:13bd44124d39c9e6ff6b10216785c57c1cf0a8173907d1044fe5d5f735450a85","sha256:d7f86de165e2efc2085bbe77aeb5aec173ac305e23464f985a56f59b58800043"],"state_sha256":"3fba80595db96e804aeee91c8c293c2fef30d013c036c1718868e18327cf559d"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"/MSz2rtUjs/PgGbEAJxrXHYnUoicdSJ1Gq3zDuZgcn7VzJyEb5HLZn4tXbSKh/cmweBaBj0YX7K7MO9xZvaBAw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-17T12:22:12.044221Z","bundle_sha256":"bdbccedc46a9b7418d51c08878bb8289e713838005d86846a4609a2b9f91a48e"}}