Lightweight LLMs for Network Attack Detection in IoT Networks
Authors: Piyumi Bhagya Sudasinghe, Kushan Sudheera Kalupahana Liyanage, Harsha S. Gardiyawasam Pussewalage | Published: 2026-01-21
NeuroFilter: Privacy Guardrails for Conversational LLM Agents
Authors: Saswat Das, Ferdinando Fioretto | Published: 2026-01-21
An LLM Agent-based Framework for Whaling Countermeasures
Authors: Daisuke Miyamoto, Takuji Iimura, Narushige Michishita | Published: 2026-01-21
Constructing Multi-label Hierarchical Classification Models for MITRE ATT&CK Text Tagging
Authors: Andrew Crossman, Jonah Dodd, Viralam Ramamurthy Chaithanya Kumar, Riyaz Mohammed, Andrew R. Plummer, Chandra Sekharudu, Deepak Warrier, Mohammad Yekrangian | Published: 2026-01-21
An Empirical Study on Remote Code Execution in Machine Learning Model Hosting Ecosystems
Authors: Mohammed Latif Siddiq, Tanzim Hossain Romel, Natalie Sekerak, Beatrice Casey, Joanna C. S. Santos | Published: 2026-01-20
PAC-Private Responses with Adversarial Composition
Authors: Xiaochen Zhu, Mayuri Sridhar, Srinivas Devadas | Published: 2026-01-20
VirtualCrime: Evaluating Criminal Potential of Large Language Models via Sandbox Simulation
Authors: Yilin Tang, Yu Wang, Lanlan Qiu, Wenchang Gao, Yunfei Ma, Baicheng Chen, Tianxing He | Published: 2026-01-20
HardSecBench: Benchmarking the Security Awareness of LLMs for Hardware Code Generation
Authors: Qirui Chen, Jingxian Shuai, Shuangwu Chen, Shenghao Ye, Zijian Wen, Xufei Su, Jie Jin, Jiangming Li, Jun Chen, Xiaobin Tan, Jian Yang | Published: 2026-01-20
PINA: Prompt Injection Attack against Navigation Agents
Authors: Jiani Liu, Yixin He, Lanlan Fan, Qidi Zhong, Yushi Cheng, Meng Zhang, Yanjiao Chen, Wenyuan Xu | Published: 2026-01-20
Automatic Adjustment of HPA Parameters and Attack Prevention in Kubernetes Using Random Forests
Authors: Hanlin Zhou, Huah Yong Chan, Jingfei Ni, Mengchun Wu, Qing Deng | Published: 2026-01-20