Lirong Qiu
4 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
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Research topics
Keywords
jailbreak attack
(3)
large language model
(2)
adversarial attack
(1)
supervised fine-tuning
(1)
jailbreak defense
(1)
attention distribution
(1)
attention entropy
(1)
adaptive defense
(1)
model defense
(1)
prompt calibration
(1)
intention shift
(1)
mirror crafting
(1)
semantic safety
(1)
entropy guidance
(1)
reinforcement learning
(1)
cognitive defense
(1)
adversarial learning
(1)
Papers
Beyond Surface-Level Detection: Towards Cognitive-Driven Defense Against Jailbreak Attacks via Meta-Operations Reasoning
ACL 2026
MirrorShield: Towards Dynamic Adaptive Defense Against Jailbreaks via Entropy-Guided Mirror Crafting
AAAI 2026
Feint and Attack: Jailbreaking and Protecting LLMs via Attention Distribution Modeling
IJCAI 2025
BaitAttack: Alleviating Intention Shift in Jailbreak Attacks via Adaptive Bait Crafting
EMNLP 2024