Somesh Jha
Google (United States)(US)University of Wisconsin–Madison(US)University of Melbourne(AU)University of Toronto(CA)University of Maryland, College Park(US)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Advanced Malware Detection Techniques, Privacy-Preserving Technologies in Data, Security and Verification in Computing, Cryptography and Data Security
Most-Cited Works
- → The Limitations of Deep Learning in Adversarial Settings(2016)3,867 cited
- → Practical Black-Box Attacks against Machine Learning(2017)3,417 cited
- → Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures(2015)2,703 cited
- → Counterexample-Guided Abstraction Refinement(2000)1,653 cited
- → Automated generation and analysis of attack graphs(2005)1,275 cited
- → Counterexample-guided abstraction refinement for symbolic model checking(2003)976 cited
- → Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting