Celik, Z. Berkay
- Practical Black-Box Attacks against Machine Learning
2016/02/08 by Nicolas Papernot, Patrick McDaniel, Papernot, Nicolas +9 · 4 voices · 131 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications
- The Limitations of Deep Learning in Adversarial Settings
2015/11/24 by Nicolas Papernot, Papernot, Nicolas, Patrick McDaniel +8 · 60 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
- Soteria: Automated IoT Safety and Security Analysis
2018/05/22 by Patrick McDaniel, Celik, Z. Berkay, Gang Tan +2 · 4 citations
Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Security and Verification in Computing #Software Testing and Debugging Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering
- Can Large Language Models Provide Security & Privacy Advice? Measuring the Ability of LLMs to Refute Misconceptions
2023/10/03 by Yufan Chen, Chen, Yufan, Arjun Arunasalam +2 · 5 citations
Computer Science · #Topic Modeling #Hate Speech and Cyberbullying Detection
- Rethinking How to Evaluate Language Model Jailbreak
2024/04/09 by Hongyu Cai, Cai, Hongyu, Arjun Arunasalam +6 · 6 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG)
- What Do You See? Evaluation of Explainable Artificial Intelligence (XAI) Interpretability through Neural Backdoors
2020/09/22 by Yi‐Shan Lin, Wen‐Chuan Lee, Lin, Yi-Shan +2 · 4 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Real-time Analysis of Privacy-(un)aware IoT Applications
2019/11/24 by Babun, Leonardo, Celik, Z. Berkay, McDaniel, Patrick +1 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- New Metrics to Evaluate the Performance and Fairness of Personalized Federated Learning
2021/07/28 by Siddharth Divi, Divi, Siddharth, Yi-Shan Lin +5 · 1 citation
Business, Management and Accounting · Computer Science · Social Sciences · #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
- Enhancing LLM-based Autonomous Driving Agents to Mitigate Perception Attacks
2024/09/22 by Ruoyu Song, Muslum Ozgur Ozmen, Song, Ruoyu +6 · 2 citations
Engineering · #Autonomous Vehicle Technology and Safety
- Software Engineering for Robotics: Future Research Directions; Report from the 2023 Workshop on Software Engineering for Robotics
2024/01/22 by Goues, Claire Le, Elbaum, Sebastian, Anthony, David +7 · 1 citation
#FOS: Computer and information sciences #Robotics (cs.RO) #Software Engineering (cs.SE)
- LM-Scout: Analyzing the Security of Language Model Integration in Android Apps
2025/05/13 by Ibrahim, Muhammad, Tuncay, Gűliz Seray, Celik, Z. Berkay +2 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- A Progressive Transformer for Unifying Binary Code Embedding and Knowledge Transfer
2024/12/15 by Hongwei Lu, Lu, Hanxiao, Cai, Hongyu +5 · 1 citation
Computer Science · #Advanced Computational Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Software Engineering (cs.SE) #Speech Recognition and Synthesis