Authors | Paper (Accepted) |
---|---|
Alfatemi, Ali; Rahouti, Mohamed; Amin, Mohammad Ruhul; ALJamal, Sarah; Xiong, Kaiqi ; Xin, Yufeng | Advancing DDoS Attack Detection: A Synergistic Approach Using Deep Residual Neural Networks and Synthetic Oversampling |
Matejek, Brian; Gehani, Ashish; Bastian, Nathaniel D; Clouse, Daniel J; Kline, Bradford J; Jha, Susmit | Safeguarding Network Intrusion Detection Models from Zero-day Attacks and Concept Drift |
Roth, Tom; Jauregi Unanue, Inigo; ABUADBBA, Sharif Dr. ; PICCARDI, MASSIMO | A Generative Adversarial Attack for Multilingual Text Classifiers Video passcode: n3EJyy.8 |
Grosse, Kathrin; Bieringer, Lukas; Besold, Tarek R; Alahi, Alexandre | Towards More Practical Threat Models in Artificial Intelligence Security |
Alam, Mohammad Mahmudul; Raff, Edward; Biderman, Stella R; Oates, Tim; Holt, James | Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection |
Meyur, Rounak; Purohit, Sumit; Webb, Braden | Fortify Your Defenses: Strategic Budget Allocation to Enhance Power Grid Cybersecurity |
Fayyazi, Reza; Taghdimi, Rozhina; Yang, Shanchieh | Advancing TTP Analysis: Harnessing the Power of Encoder-Only and Decoder-Only Language Models with Retrieval Augmented Generation |
Liu, Zefang; Shi, Jialei; Buford, John | CyberBench: A Multi-Task Benchmark for Evaluating Large Language Models in Cybersecurity |
Chen, Jingdi; Zhou, Hanhan; Mei, Yongsheng; Adam, Gina; Bastian, Nathaniel D; Lan, Tian | Real-time Network Intrusion Detection via Decision Transformers |
Joyce, Robert J; Raff, Edward; Nicholas, Charles; Holt, James | MalDICT: Benchmark Datasets on Malware Behaviors, Platforms, Exploitation, and Packers |
Hore, Soumyadeep; Ghadermazi, Jalal; Paudel, Diwas; Shah, Ankit; Das, Tapas; Bastian, Nathaniel D | Learning to Evade: Realistic Adversarial Network Packet Generation using Deep Reinforcement Learning |
Xu, Ying; Lanier, Michael C; Sarkar, Anindya; Vorobeychik, Yevgeniy | Attacks on Node Attributes in Graph Neural Networks |
Khorramrouz, Adel; Dutta, Sujan; Dutta, Arka; KhudaBukhsh, Ashiqur | Down the Toxicity Rabbit Hole: Investigating PaLM 2 Guardrails |