Philipp Zimmermann
← Back to Newsletter

Paper Library

Collection of AI Security research papers

Showing 1331 papers total

November 17 - November 23, 2025

4 papers

VEIL: Jailbreaking Text-to-Video Models via Visual Exploitation from Implicit Language

Zonghao Ying, Moyang Chen, Nizhang Li, Zhiqiang Wang, Wenxin Zhang, Quanchen Zou, Zonglei Jing, Aishan Liu, Xianglong Liu
2025-11-17
red teaming
2511.13127v1

Infinite-Story: A Training-Free Consistent Text-to-Image Generation

Jihun Park, Kyoungmin Lee, Jongmin Gim, Hyeonseo Jo, Minseok Oh, Wonhyeok Choi, Kyumin Hwang, Jaeyeul Kim, Minwoo Choi, Sunghoon Im
2025-11-17
2511.13002v1

MedRule-KG: A Knowledge-Graph--Steered Scaffold for Reliable Mathematical and Biomedical Reasoning

Crystal Su
2025-11-17
2511.12963v1

BrainNormalizer: Anatomy-Informed Pseudo-Healthy Brain Reconstruction from Tumor MRI via Edge-Guided ControlNet

Min Gu Kwak, Yeonju Lee, Hairong Wang, Jing Li
2025-11-17
2511.12853v1

November 10 - November 16, 2025

20 papers

LLM Reinforcement in Context

Thomas Rivasseau
2025-11-16
2511.12782v1

Backdoor Attacks on Open Vocabulary Object Detectors via Multi-Modal Prompt Tuning

Ankita Raj, Chetan Arora
2025-11-16
2511.12735v1

Evolve the Method, Not the Prompts: Evolutionary Synthesis of Jailbreak Attacks on LLMs

Yunhao Chen, Xin Wang, Juncheng Li, Yixu Wang, Jie Li, Yan Teng, Yingchun Wang, Xingjun Ma
2025-11-16
red teaming
2511.12710v1

Scaling Patterns in Adversarial Alignment: Evidence from Multi-LLM Jailbreak Experiments

Samuel Nathanson, Rebecca Williams, Cynthia Matuszek
2025-11-16
red teaming
2511.13788v1

GRAPHTEXTACK: A Realistic Black-Box Node Injection Attack on LLM-Enhanced GNNs

Jiaji Ma, Puja Trivedi, Danai Koutra
2025-11-16
red teaming
2511.12423v1

Privacy-Preserving Prompt Injection Detection for LLMs Using Federated Learning and Embedding-Based NLP Classification

Hasini Jayathilaka
2025-11-15
red teaming
2511.12295v1

Prompt-Conditioned FiLM and Multi-Scale Fusion on MedSigLIP for Low-Dose CT Quality Assessment

Tolga Demiroglu, Mehmet Ozan Unal, Metin Ertas, Isa Yildirim
2025-11-15
2511.12256v1

AlignTree: Efficient Defense Against LLM Jailbreak Attacks

Gil Goren, Shahar Katz, Lior Wolf
2025-11-15
safety
2511.12217v1

NegBLEURT Forest: Leveraging Inconsistencies for Detecting Jailbreak Attacks

Lama Sleem, Jerome Francois, Lujun Li, Nathan Foucher, Niccolo Gentile, Radu State
2025-11-14
red teaming
2511.11784v1

EcoAlign: An Economically Rational Framework for Efficient LVLM Alignment

Ruoxi Cheng, Haoxuan Ma, Teng Ma, Hongyi Zhang
2025-11-14
2511.11301v1

Synthetic Voices, Real Threats: Evaluating Large Text-to-Speech Models in Generating Harmful Audio

Guangke Chen, Yuhui Wang, Shouling Ji, Xiapu Luo, Ting Wang
2025-11-14
red teaming
2511.10913v1

ICX360: In-Context eXplainability 360 Toolkit

Dennis Wei, Ronny Luss, Xiaomeng Hu, Lucas Monteiro Paes, Pin-Yu Chen, Karthikeyan Natesan Ramamurthy, Erik Miehling, Inge Vejsbjerg, Hendrik Strobelt
2025-11-14
red teaming
2511.10879v1

Can AI Models be Jailbroken to Phish Elderly Victims? An End-to-End Evaluation

Fred Heiding, Simon Lermen
2025-11-13
red teaming
2511.11759v1

PISanitizer: Preventing Prompt Injection to Long-Context LLMs via Prompt Sanitization

Runpeng Geng, Yanting Wang, Chenlong Yin, Minhao Cheng, Ying Chen, Jinyuan Jia
2025-11-13
2511.10720v1

Say It Differently: Linguistic Styles as Jailbreak Vectors

Srikant Panda, Avinash Rai
2025-11-13
red teaming
2511.10519v1

EnchTable: Unified Safety Alignment Transfer in Fine-tuned Large Language Models

Jialin Wu, Kecen Li, Zhicong Huang, Xinfeng Li, Xiaofeng Wang, Cheng Hong
2025-11-13
2511.09880v1

A precessing magnetic jet as the engine of GRB 250702B

Tao An
2025-11-13
2511.09850v1

Hail to the Thief: Exploring Attacks and Defenses in Decentralised GRPO

Nikolay Blagoev, Oğuzhan Ersoy, Lydia Yiyu Chen
2025-11-12
red teaming
2511.09780v1

Rebellion: Noise-Robust Reasoning Training for Audio Reasoning Models

Tiansheng Huang, Virat Shejwalkar, Oscar Chang, Milad Nasr, Ling Liu
2025-11-12
red teaming
2511.09682v1

Toward Honest Language Models for Deductive Reasoning

Jiarui Liu, Kaustubh Dhole, Yingheng Wang, Haoyang Wen, Sarah Zhang, Haitao Mao, Gaotang Li, Neeraj Varshney, Jingguo Liu, Xiaoman Pan
2025-11-12
2511.09222v4