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SEMA-Auto: Sighted and Efficient Multi-Turn Attack with Autonomy

Paper recorded by Signals 4 on 2026-10-26 in cs.CL. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-26 on arXiv · recorded by Signals 4 on 2026-10-27

Category: cs.CL · 自然语言处理 · first seen 2026-10-27

Abstract

Existing jailbreak attackers fall into two classes: static planners fix their single- or multi-turn adversarial plans in advance, remaining simple but losing sight of the victim's replies, wasting turns and limiting transferability; interactive generators read each victim reply to generate the next-turn attack but require in-loop evaluators for success signals or hints, incurring substantial costs

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#138 most recent of 660 cs.CL papers we have recorded · ↑ newer: Atomic Security Concerns: Towards a Foundational Language for Security · ↓ older: Quantitative Generalization Bounds for Multi-Layer Transformers: A Few
Cite this page: SEMA-Auto: Sighted and Efficient Multi-Turn Attack with Autonomy: the #138 most recent of 660 cs.CL papers we have recorded (as of 2026-10-26). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/sema-auto-sighted-and-efficient-multi-turn-attack-with-autonomy.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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