Beyond Imprecise Distance Metrics: LLM-Predicted Target Call Stacks for Directed Greybox Fuzzing
Authors: Yifan Zhang, Xin Zhang | Published: 2025-10-27
性能評価手法
Generative AI for Critical Infrastructure in Smart Grids: A Unified Framework for Synthetic Data Generation and Anomaly Detection
Authors: Aydin Zaboli, Junho Hong | Published: 2025-08-12
Robust Anomaly Detection in O-RAN: Leveraging LLMs against Data Manipulation Attacks
Authors: Thusitha Dayaratne, Ngoc Duy Pham, Viet Vo, Shangqi Lai, Sharif Abuadbba, Hajime Suzuki, Xingliang Yuan, Carsten Rudolph | Published: 2025-08-11
Optimizing IoT Threat Detection with Kolmogorov-Arnold Networks (KANs)
Authors: Natalia Emelianova, Carlos Kamienski, Ronaldo C. Prati | Published: 2025-08-07
PRvL: Quantifying the Capabilities and Risks of Large Language Models for PII Redaction
Authors: Leon Garza, Anantaa Kotal, Aritran Piplai, Lavanya Elluri, Prajit Das, Aman Chadha | Published: 2025-08-07
Incident Response Planning Using a Lightweight Large Language Model with Reduced Hallucination
Authors: Kim Hammar, Tansu Alpcan, Emil C. Lupu | Published: 2025-08-07
Matrix-Free Two-to-Infinity and One-to-Two Norms Estimation
Authors: Askar Tsyganov, Evgeny Frolov, Sergey Samsonov, Maxim Rakhuba | Published: 2025-08-06
A Crowdsensing Intrusion Detection Dataset For Decentralized Federated Learning Models
Authors: Chao Feng, Alberto Huertas Celdran, Jing Han, Heqing Ren, Xi Cheng, Zien Zeng, Lucas Krauter, Gerome Bovet, Burkhard Stiller | Published: 2025-07-17
Robust Anomaly Detection in Network Traffic: Evaluating Machine Learning Models on CICIDS2017
Authors: Zhaoyang Xu, Yunbo Liu | Published: 2025-06-23 | Updated: 2025-08-11
Sharpening Kubernetes Audit Logs with Context Awareness
Authors: Matteo Franzil, Valentino Armani, Luis Augusto Dias Knob, Domenico Siracusa | Published: 2025-06-19 | Updated: 2025-10-27