DualTAP: A Dual-Task Adversarial Protector for Mobile MLLM Agents
Authors: Fuyao Zhang, Jiaming Zhang, Che Wang, Xiongtao Sun, Yurong Hao, Guowei Guan, Wenjie Li, Longtao Huang, Wei Yang Bryan Lim | Published: 2025-11-17
SmartPoC: Generating Executable and Validated PoCs for Smart Contract Bug Reports
Authors: Longfei Chen, Ruibin Yan, Taiyu Wong, Yiyang Chen, Chao Zhang | Published: 2025-11-17
SafeGRPO: Self-Rewarded Multimodal Safety Alignment via Rule-Governed Policy Optimization
Authors: Xuankun Rong, Wenke Huang, Tingfeng Wang, Daiguo Zhou, Bo Du, Mang Ye | Published: 2025-11-17
SGuard-v1: Safety Guardrail for Large Language Models
Authors: JoonHo Lee, HyeonMin Cho, Jaewoong Yun, Hyunjae Lee, JunKyu Lee, Juree Seok | Published: 2025-11-16
SeedAIchemy: LLM-Driven Seed Corpus Generation for Fuzzing
Authors: Aidan Wen, Norah A. Alzahrani, Jingzhi Jiang, Andrew Joe, Karen Shieh, Andy Zhang, Basel Alomair, David Wagner | Published: 2025-11-16
GRAPHTEXTACK: A Realistic Black-Box Node Injection Attack on LLM-Enhanced GNNs
Authors: Jiaji Ma, Puja Trivedi, Danai Koutra | Published: 2025-11-16
The ‘Sure’ Trap: Multi-Scale Poisoning Analysis of Stealthy Compliance-Only Backdoors in Fine-Tuned Large Language Models
Authors: Yuting Tan, Yi Huang, Zhuo Li | Published: 2025-11-16
Large Language Models for Cyber Security
Authors: Raunak Somani, Aswani Kumar Cherukuri | Published: 2025-11-06
Adversarially Robust and Interpretable Magecart Malware Detection
Authors: Pedro Pereira, José Gouveia, João Vitorino, Eva Maia, Isabel Praça | Published: 2025-11-06
Differentially Private In-Context Learning with Nearest Neighbor Search
Authors: Antti Koskela, Tejas Kulkarni, Laith Zumot | Published: 2025-11-06