Use when packaging AAAI code, data, multimedia appendices, technical appendices, reproducibility evidence, and post-acceptance artifact releases without violating double-blind or immutable-supplement rules.
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Use when positioning an ACM CCS submission against the security big-four and specialist literature, including arXiv preprints, prior CCS/S&P/USENIX/NDSS papers, concurrent disclosures, CVE and advisory records, and the attack-and-defense lineage that a SIGSAC program committee expects to see credited.
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实测评分 未实测
查看安装方法安装前可以查看交给 AI 代理的指令内容。
Use this to audit novelty and eligibility. Reopen the current CFP for dual-submission, anonymity, and prior-publication rules before advising authors.
| Literature lane | Typical sources | What CCS reviewers check |
|---|---|---|
| Security big four | CCS, IEEE S&P, USENIX Security, NDSS proceedings | Whether the nearest attack/defense is compared or explicitly distinguished |
| Specialist venues | PETS/PoPETs, ESORICS, ACSAC, CRYPTO/EUROCRYPT | Whether the sub-community's known results are acknowledged |
| Practitioner record | CVEs, vendor advisories, CTF and exploit write-ups | Whether a known real-world case predates the claimed novelty |
A bibliography citing only academic papers while ignoring a well-known CVE that already demonstrated the attack is a recognizable CCS reject pattern that no amount of measurement polish repairs.
Imagine the paper reports a new cache side-channel that recovers keys from a TLS library. Its nearest neighbors: an S&P paper with a slower channel, a USENIX defense that assumed the channel was impractical, and a public CVE for a related timing bug. The novelty sentence should name all three contrasts — a faster channel than the S&P line, a break of the USENIX paper's practicality assumption, and a distinct root cause from the CVE.
[Eligibility] clear / needs declaration / risky
[Closest literatures] <big-four / specialist / practitioner record>
[Nearest 3 works] <work -> distinction>
[Archival-overlap risk] <none / issues>
[Novelty sentence] <CCS-ready contribution contrast>
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Use when packaging AAAI code, data, multimedia appendices, technical appendices, reproducibility evidence, and post-acceptance artifact releases without violating double-blind or immutable-supplement rules.
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Use when drafting an AAAI author response (rebuttal) under the single short character-limited author-feedback window, the no-URL rule, no-new-results guidance, AI-generated-review handling, and the AAAI two-phase review process where Phase-2 papers receive one feedback round before SPC/AC discussion.
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Use when preparing an accepted AAAI paper for camera-ready source submission to AAAI Press, including proceedings page limits, two-column template compliance, copyright transfer, purchased extra technical pages, deanonymization, registration, oral or poster presentation, and final public artifact release.
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Use when designing or auditing AAAI experiments for the broad-AI program committee, including baselines, ablations, statistical significance, robustness, human evaluation, AI-for-Social-Impact and alignment/safety evidence, compute and cost reporting, and reproducibility-checklist alignment for Phase-1 survival.
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Use when positioning an AAAI paper's novelty against archival work, contemporaneous arXiv or workshop papers, and AAAI/IJCAI/NeurIPS/ICML/ICLR neighbors across the broad AI scope, while staying inside AAAI's dual-submission and AI-as-source policy constraints and writing a related-work section legible to non-specialist reviewers.
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Use when strengthening an AAAI paper's reproducibility checklist (placed after references), experimental traceability, seed and hyperparameter reporting, compute and cost disclosure, dataset access and licensing, code/data ZIP readiness, and the claim-to-evidence map that Phase-1 reviewers use to judge rigor across AAAI's broad AI scope.
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