RedVisor: Reasoning-Aware Prompt Injection Defense via Zero-Copy KV Cache Reuse
Authors: Mingrui Liu, Sixiao Zhang, Cheng Long, Kwok-Yan Lam | Published: 2026-02-02
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WorldCup Sampling for Multi-bit LLM Watermarking
Authors: Yidan Wang, Yubing Ren, Yanan Cao, Li Guo | Published: 2026-02-02
AI-Assisted Adaptive Rendering for High-Frequency Security Telemetry in Web Interfaces
Authors: Mona Rajhans | Published: 2026-02-02
Efficient Softmax Reformulation for Homomorphic Encryption via Moment Generating Function
Authors: Hanjun Park, Byeong-Seo Min, Jiheon Woo, Min-Wook Jeong, Jongho Shin, Yongwoo Lee, Young-Sik Kim, Yongjune Kim | Published: 2026-02-02
Hardware-Triggered Backdoors
Authors: Jonas Möller, Erik Imgrund, Thorsten Eisenhofer, Konrad Rieck | Published: 2026-01-29
LoRA and Privacy: When Random Projections Help (and When They Don’t)
Authors: Yaxi Hu, Johanna Düngler, Bernhard Schölkopf, Amartya Sanyal | Published: 2026-01-29
FIT: Defying Catastrophic Forgetting in Continual LLM Unlearning
Authors: Xiaoyu Xu, Minxin Du, Kun Fang, Zi Liang, Yaxin Xiao, Zhicong Huang, Cheng Hong, Qingqing Ye, Haibo Hu | Published: 2026-01-29
ICL-EVADER: Zero-Query Black-Box Evasion Attacks on In-Context Learning and Their Defenses
Authors: Ningyuan He, Ronghong Huang, Qianqian Tang, Hongyu Wang, Xianghang Mi, Shanqing Guo | Published: 2026-01-29
Towards Zero Rotation and Beyond: Architecting Neural Networks for Fast Secure Inference with Homomorphic Encryption
Authors: Yifei Cai, Yizhou Feng, Qiao Zhang, Chunsheng Xin, Hongyi Wu | Published: 2026-01-29
User-Centric Phishing Detection: A RAG and LLM-Based Approach
Authors: Abrar Hamed Al Barwani, Abdelaziz Amara Korba, Raja Waseem Anwar | Published: 2026-01-29