Ian Molloy

1. Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering
   2018/11/08 by Bryant Chen, Chen, Bryant, Wilka Carvalho +13 · 50 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Malware Detection Techniques
2. Adversarial Robustness Toolbox v1.0.0
   2018/07/03 by Maria-Irina Nicolae, Mathieu Sinn, Nicolae, Maria-Irina +16 · 30 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Reaching Data Confidentiality and Model Accountability on the CalTrain
   2018/12/07 by Zhongshu Gu, Hani Jamjoom, Gu, Zhongshu +13 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
4. Slicing: A New Approach to Privacy Preserving Data Publishing
   2009/09/12 by Tiancheng Li, Li, Tiancheng, Ninghui Li +5 · 1 citation
   Computer Science · #Cryptography and Security (cs.CR) #Databases (cs.DB) #FOS: Computer and information sciences #cs.CR #cs.DB
5. URET: Universal Robustness Evaluation Toolkit (for Evasion)
   2023/08/03 by Kevin Eykholt, Eykholt, Kevin, Taesung Lee +9 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. IDIoT: Securing the Internet of Things like it's 1994
   2017/12/11 by David Barrera, Ian Molloy, Barrera, David +3 · 2 citations
   Computer Science · Social Sciences · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Privacy, Security, and Data Protection #cs.CR