{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:BTBSAXWCNEW5FHBVBVEQBRPFT6","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":"c51bb22372962d6371d061e29e9401e8173a90136ec077ea53803262cd366cbc","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CR","submitted_at":"2025-04-20T05:59:00Z","title_canon_sha256":"9573e7b08043ad54fb5bc93508f8c201e033b069418ce472c65bc598173027d4"},"schema_version":"1.0","source":{"id":"2504.16125","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2504.16125","created_at":"2026-07-05T10:52:41Z"},{"alias_kind":"arxiv_version","alias_value":"2504.16125v1","created_at":"2026-07-05T10:52:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2504.16125","created_at":"2026-07-05T10:52:41Z"},{"alias_kind":"pith_short_12","alias_value":"BTBSAXWCNEW5","created_at":"2026-07-05T10:52:41Z"},{"alias_kind":"pith_short_16","alias_value":"BTBSAXWCNEW5FHBV","created_at":"2026-07-05T10:52:41Z"},{"alias_kind":"pith_short_8","alias_value":"BTBSAXWC","created_at":"2026-07-05T10:52:41Z"}],"graph_snapshots":[{"event_id":"sha256:a7eda882aaf910746ffda2e3a9c94c9dbc894afa2c55cc655545e0eb755b04fe","target":"graph","created_at":"2026-07-05T10:52:41Z","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/2504.16125/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This report presents a real-world case study demonstrating how prompt injection can attack large language model platforms such as ChatGPT according to a proposed injection framework. By providing three real-world examples, we show how adversarial prompts can be injected via user inputs, web-based retrieval, and system-level agent instructions. These attacks, though lightweight and low-cost, can cause persistent and misleading behaviors in LLM outputs. Our case study reveals that even commercial-grade LLMs remain vulnerable to subtle manipulations that bypass safety filters and influence user d","authors_text":"Guang Dai, Haishan Ye, Hao Di, Xiangyu Chang","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CR","submitted_at":"2025-04-20T05:59:00Z","title":"Breaking the Prompt Wall (I): A Real-World Case Study of Attacking ChatGPT via Lightweight Prompt Injection"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2504.16125","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":"sha256:41109e5afe3c4d52316de2a5d4af549ac90828eeb94fad3cdad4d1103188c39e","target":"record","created_at":"2026-07-05T10:52:41Z","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":"c51bb22372962d6371d061e29e9401e8173a90136ec077ea53803262cd366cbc","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CR","submitted_at":"2025-04-20T05:59:00Z","title_canon_sha256":"9573e7b08043ad54fb5bc93508f8c201e033b069418ce472c65bc598173027d4"},"schema_version":"1.0","source":{"id":"2504.16125","kind":"arxiv","version":1}},"canonical_sha256":"0cc3205ec2692dd29c350d4900c5e59fbd130f5e20448061a4f9715bb1b04a4d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"0cc3205ec2692dd29c350d4900c5e59fbd130f5e20448061a4f9715bb1b04a4d","first_computed_at":"2026-07-05T10:52:41.787900Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:52:41.787900Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Gb0uhANpWDLRw8lzELGXW3D7iQ4dAqRrK2jVRJhzM0yjrC6hqV3p8azhI/Dkr/+s7MFyE+gsdrsqXvkzPBwhAA==","signature_status":"signed_v1","signed_at":"2026-07-05T10:52:41.788372Z","signed_message":"canonical_sha256_bytes"},"source_id":"2504.16125","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:41109e5afe3c4d52316de2a5d4af549ac90828eeb94fad3cdad4d1103188c39e","sha256:a7eda882aaf910746ffda2e3a9c94c9dbc894afa2c55cc655545e0eb755b04fe"],"state_sha256":"5bfe72e866d1fc16c62320eb46b9153a84fd0e2ed54ec14342cf04d488b729d2"}