Sibai, Hussein
- NO Need to Worry about Adversarial Examples in Object Detection in Autonomous Vehicles
2017/07/12 by Jiajun Lu, Hussein Sibai, Lu, Jiajun +5 · 1 voice · 15 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #cs.AI #cs.CR #cs.CV
- Adversarial Examples that Fool Detectors
2017/12/07 by Jiajun Lu, Lu, Jiajun, Hussein Sibai +3 · 9 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Physical Unclonable Functions (PUFs) and Hardware Security
- Standard detectors aren't (currently) fooled by physical adversarial stop signs
2017/10/09 by Lu, Jiajun, Sibai, Hussein, Fabry, Evan +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
- Multi-Agent Safety Verification using Symmetry Transformations
2019/11/01 by Hussein Sibai, Navid Mokhlesi, Sibai, Hussein +5 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Formal Languages and Automata Theory (cs.FL) #Formal Methods in Verification #Logic in Computer Science (cs.LO) #Safety Systems Engineering in Autonomy #Software Testing and Debugging Techniques #Symbolic Computation (cs.SC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Differentially Private Algorithms for Statistical Verification of Cyber-Physical Systems
2020/04/01 by Wang, Yu, Sibai, Hussein, Yen, Mark +2 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Safe Decentralized Multi-Agent Control using Black-Box Predictors, Conformal Decision Policies, and Control Barrier Functions
2024/09/27 by Huriot, Sacha, Sibai, Hussein · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Multiagent Systems (cs.MA) #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Recurrence of Nonlinear Control Systems: Entropy and Bit Rates
2023/11/13 by Sibai, Hussein, Mallada, Enrique · 2 citations
#FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
- Learning Conservative Neural Control Barrier Functions from Offline Data
2025/05/01 by Ihab Tabbara, Hussein Sibai, Tabbara, Ihab +1 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Reinforcement Learning in Robotics #Formal Methods in Verification