{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:OSA226TBXSVXTLT4EUP3GTMZ4T","short_pith_number":"pith:OSA226TB","canonical_record":{"source":{"id":"2606.06013","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-06-04T11:03:18Z","cross_cats_sorted":[],"title_canon_sha256":"c5db29790bd2074c8ef1d0295b2ef08097076b518fac09f543078f1e9a59284d","abstract_canon_sha256":"04c61b6c23d94e3cfd2e9bb3a952bb93828c519787f0e1b7533a74e800fe1727"},"schema_version":"1.0"},"canonical_sha256":"7481ad7a61bcab79ae7c251fb34d99e4d2e4953b27a8520d7025f397ad38ca1b","source":{"kind":"arxiv","id":"2606.06013","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.06013","created_at":"2026-06-05T01:15:30Z"},{"alias_kind":"arxiv_version","alias_value":"2606.06013v1","created_at":"2026-06-05T01:15:30Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.06013","created_at":"2026-06-05T01:15:30Z"},{"alias_kind":"pith_short_12","alias_value":"OSA226TBXSVX","created_at":"2026-06-05T01:15:30Z"},{"alias_kind":"pith_short_16","alias_value":"OSA226TBXSVXTLT4","created_at":"2026-06-05T01:15:30Z"},{"alias_kind":"pith_short_8","alias_value":"OSA226TB","created_at":"2026-06-05T01:15:30Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:OSA226TBXSVXTLT4EUP3GTMZ4T","target":"record","payload":{"canonical_record":{"source":{"id":"2606.06013","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-06-04T11:03:18Z","cross_cats_sorted":[],"title_canon_sha256":"c5db29790bd2074c8ef1d0295b2ef08097076b518fac09f543078f1e9a59284d","abstract_canon_sha256":"04c61b6c23d94e3cfd2e9bb3a952bb93828c519787f0e1b7533a74e800fe1727"},"schema_version":"1.0"},"canonical_sha256":"7481ad7a61bcab79ae7c251fb34d99e4d2e4953b27a8520d7025f397ad38ca1b","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-05T01:15:30.342075Z","signature_b64":"OSqRyfZIXju1X4Rh4Qcly6SQg+RjwfAu1iah6t0MDlfVWoGMRGQdL58vm4mqFVKru5E93Bpn+mDWiyurGwWbDQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"7481ad7a61bcab79ae7c251fb34d99e4d2e4953b27a8520d7025f397ad38ca1b","last_reissued_at":"2026-06-05T01:15:30.341690Z","signature_status":"signed_v1","first_computed_at":"2026-06-05T01:15:30.341690Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2606.06013","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":"2026-06-05T01:15:30Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"s8T4tnc7FJzaddYOCk636MIaEz5br1PZ7ut36SzREfv9e0TDTPzzqL3nAaPj5IyV1XVjSY4gFKLpC1KIz642CQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-24T21:56:04.596281Z"},"content_sha256":"8d54ce8fa6e5a98302b1d18ce3e352f00adb1441679b564d75b66728ecb5d6f5","schema_version":"1.0","event_id":"sha256:8d54ce8fa6e5a98302b1d18ce3e352f00adb1441679b564d75b66728ecb5d6f5"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:OSA226TBXSVXTLT4EUP3GTMZ4T","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Cheating in Multiplayer Online Games: a Dataset","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CR","authors_text":"Hugo Bertin, Marc Dacier, Y\\'erom-David Bromberg","submitted_at":"2026-06-04T11:03:18Z","abstract_excerpt":"Cheating poses a significant threat to the Multiplayer Online Games (MOG) industry by degrading player satisfaction and undermining the fairness in competitive gaming. Despite efforts to develop mitigation techniques, cheating remains difficult to detect and prevent in practice. In particular, a class of cheats based on network flow disruption remains unsolvable. To find out how to detect such attacks we need access to representative labelled data. However, no such dataset exists.\n  To address this gap, we leverage an experimental framework that combines a multiplayer online game with a plug-i"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.06013","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/2606.06013/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":"2026-06-05T01:15:30Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"qo4Psps4N1yRRe5c62YmF/iyNlKvIQvHD56VvN1lQ6UYS3AbfskvNLEHuAVFjf59TORCv6FkGbSL0Sr4egsNCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-24T21:56:04.596680Z"},"content_sha256":"d10ff31714b44243d53bd0962ae4934470cee5ddc0f2917899481c3e85a2f259","schema_version":"1.0","event_id":"sha256:d10ff31714b44243d53bd0962ae4934470cee5ddc0f2917899481c3e85a2f259"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/OSA226TBXSVXTLT4EUP3GTMZ4T/bundle.json","state_url":"https://pith.science/pith/OSA226TBXSVXTLT4EUP3GTMZ4T/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/OSA226TBXSVXTLT4EUP3GTMZ4T/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":"2026-06-24T21:56:04Z","links":{"resolver":"https://pith.science/pith/OSA226TBXSVXTLT4EUP3GTMZ4T","bundle":"https://pith.science/pith/OSA226TBXSVXTLT4EUP3GTMZ4T/bundle.json","state":"https://pith.science/pith/OSA226TBXSVXTLT4EUP3GTMZ4T/state.json","well_known_bundle":"https://pith.science/.well-known/pith/OSA226TBXSVXTLT4EUP3GTMZ4T/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:OSA226TBXSVXTLT4EUP3GTMZ4T","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":"04c61b6c23d94e3cfd2e9bb3a952bb93828c519787f0e1b7533a74e800fe1727","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-06-04T11:03:18Z","title_canon_sha256":"c5db29790bd2074c8ef1d0295b2ef08097076b518fac09f543078f1e9a59284d"},"schema_version":"1.0","source":{"id":"2606.06013","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.06013","created_at":"2026-06-05T01:15:30Z"},{"alias_kind":"arxiv_version","alias_value":"2606.06013v1","created_at":"2026-06-05T01:15:30Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.06013","created_at":"2026-06-05T01:15:30Z"},{"alias_kind":"pith_short_12","alias_value":"OSA226TBXSVX","created_at":"2026-06-05T01:15:30Z"},{"alias_kind":"pith_short_16","alias_value":"OSA226TBXSVXTLT4","created_at":"2026-06-05T01:15:30Z"},{"alias_kind":"pith_short_8","alias_value":"OSA226TB","created_at":"2026-06-05T01:15:30Z"}],"graph_snapshots":[{"event_id":"sha256:d10ff31714b44243d53bd0962ae4934470cee5ddc0f2917899481c3e85a2f259","target":"graph","created_at":"2026-06-05T01:15:30Z","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/2606.06013/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Cheating poses a significant threat to the Multiplayer Online Games (MOG) industry by degrading player satisfaction and undermining the fairness in competitive gaming. Despite efforts to develop mitigation techniques, cheating remains difficult to detect and prevent in practice. In particular, a class of cheats based on network flow disruption remains unsolvable. To find out how to detect such attacks we need access to representative labelled data. However, no such dataset exists.\n  To address this gap, we leverage an experimental framework that combines a multiplayer online game with a plug-i","authors_text":"Hugo Bertin, Marc Dacier, Y\\'erom-David Bromberg","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-06-04T11:03:18Z","title":"Cheating in Multiplayer Online Games: a Dataset"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.06013","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":"sha256:8d54ce8fa6e5a98302b1d18ce3e352f00adb1441679b564d75b66728ecb5d6f5","target":"record","created_at":"2026-06-05T01:15:30Z","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":"04c61b6c23d94e3cfd2e9bb3a952bb93828c519787f0e1b7533a74e800fe1727","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-06-04T11:03:18Z","title_canon_sha256":"c5db29790bd2074c8ef1d0295b2ef08097076b518fac09f543078f1e9a59284d"},"schema_version":"1.0","source":{"id":"2606.06013","kind":"arxiv","version":1}},"canonical_sha256":"7481ad7a61bcab79ae7c251fb34d99e4d2e4953b27a8520d7025f397ad38ca1b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7481ad7a61bcab79ae7c251fb34d99e4d2e4953b27a8520d7025f397ad38ca1b","first_computed_at":"2026-06-05T01:15:30.341690Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-05T01:15:30.341690Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"OSqRyfZIXju1X4Rh4Qcly6SQg+RjwfAu1iah6t0MDlfVWoGMRGQdL58vm4mqFVKru5E93Bpn+mDWiyurGwWbDQ==","signature_status":"signed_v1","signed_at":"2026-06-05T01:15:30.342075Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.06013","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:8d54ce8fa6e5a98302b1d18ce3e352f00adb1441679b564d75b66728ecb5d6f5","sha256:d10ff31714b44243d53bd0962ae4934470cee5ddc0f2917899481c3e85a2f259"],"state_sha256":"c080dfe1d160c7b3fa9c31af967e85b013b34ab4250b1a233bab884bf18a3c9c"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"tzOTMa1+Nfh27WMRXEUZt7R4OFYHzGpWheM715/ehChAJln9FznCTu/OzTTuY09/PvEDenXwevMKkmS82W+WBg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-24T21:56:04.598595Z","bundle_sha256":"5432276e3ee180f0acd1c88043c332145ab0c9856c9b3d64e8584c0cdf953270"}}