Small Language Models for Phishing Website Detection: Cost, Performance, and Privacy Trade-Offs
Authors: Georg Goldenits, Philip Koenig, Sebastian Raubitzek, Andreas Ekelhart | Published: 2025-11-19
Taxonomy, Evaluation and Exploitation of IPI-Centric LLM Agent Defense Frameworks
Authors: Zimo Ji, Xunguang Wang, Zongjie Li, Pingchuan Ma, Yudong Gao, Daoyuan Wu, Xincheng Yan, Tian Tian, Shuai Wang | Published: 2025-11-19
Can MLLMs Detect Phishing? A Comprehensive Security Benchmark Suite Focusing on Dynamic Threats and Multimodal Evaluation in Academic Environments
Authors: Jingzhuo Zhou | Published: 2025-11-19
Towards Classifying Benign And Malicious Packages Using Machine Learning
Authors: Thanh-Cong Nguyen, Ngoc-Thanh Nguyen, Van-Giau Ung, Duc-Ly Vu | Published: 2025-11-19
Critical Evaluation of Quantum Machine Learning for Adversarial Robustness
Authors: Saeefa Rubaiyet Nowmi, Jesus Lopez, Md Mahmudul Alam Imon, Shahrooz Pouryouse, Mohammad Saidur Rahman | Published: 2025-11-19
Sigil: Server-Enforced Watermarking in U-Shaped Split Federated Learning via Gradient Injection
Authors: Zhengchunmin Dai, Jiaxiong Tang, Peng Sun, Honglong Chen, Liantao Wu | Published: 2025-11-18
Beyond Fixed and Dynamic Prompts: Embedded Jailbreak Templates for Advancing LLM Security
Authors: Hajun Kim, Hyunsik Na, Daeseon Choi | Published: 2025-11-18
Observational Auditing of Label Privacy
Authors: Iden Kalemaj, Luca Melis, Maxime Boucher, Ilya Mironov, Saeed Mahloujifar | Published: 2025-11-18
Dynamic Black-box Backdoor Attacks on IoT Sensory Data
Authors: Ajesh Koyatan Chathoth, Stephen Lee | Published: 2025-11-18
GRPO Privacy Is at Risk: A Membership Inference Attack Against Reinforcement Learning With Verifiable Rewards
Authors: Yule Liu, Heyi Zhang, Jinyi Zheng, Zhen Sun, Zifan Peng, Tianshuo Cong, Yilong Yang, Xinlei He, Zhuo Ma | Published: 2025-11-18