Anant Kharkar

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 8

Top Topics

False Positives

Learning Process

Machine Learning

Accurate Models

Top Venues

Publications

Aaron Chan, Anant Kharkar, Roshanak Zilouchian Moghaddam, Yevhen Mohylevskyy, Alec Helyar, Eslam Kamal, Mohamed Elkamhawy, Neel Sundaresan
Transformer-based Vulnerability Detection in Code at EditTime: Zero-shot, Few-shot, or Fine-tuning? CoRR (2023)
Hojjat Aghakhani, Wei Dai, Andre Manoel, Xavier Fernandes, Anant Kharkar, Christopher Kruegel, Giovanni Vigna, David Evans, Ben Zorn, Robert Sim
TrojanPuzzle: Covertly Poisoning Code-Suggestion Models. CoRR (2023)
Anant Kharkar, Roshanak Zilouchian Moghaddam, Matthew Jin, Xiaoyu Liu, Xin Shi, Colin B. Clement, Neel Sundaresan
Learning to Reduce False Positives in Analytic Bug Detectors. CoRR (2022)
Anant Kharkar, Roshanak Zilouchian Moghaddam, Matthew Jin, Xiaoyu Liu, Xin Shi, Colin B. Clement, Neel Sundaresan
Learning to Reduce False Positives in Analytic Bug Detectors. ICSE (2022)
Nikhil Singh, Brandon Kates, Jeff Mentch, Anant Kharkar, Madeleine Udell, Iddo Drori
Privileged Zero-Shot AutoML. CoRR (2021)
Iddo Drori, Anant Kharkar, William R. Sickinger, Brandon Kates, Qiang Ma, Suwen Ge, Eden Dolev, Brenda Dietrich, David P. Williamson, Madeleine Udell
Learning to Solve Combinatorial Optimization Problems on Real-World Graphs in Linear Time. ICMLA (2020)
Iddo Drori, Anant Kharkar, William R. Sickinger, Brandon Kates, Qiang Ma, Suwen Ge, Eden Dolev, Brenda Dietrich, David P. Williamson, Madeleine Udell
Learning to Solve Combinatorial Optimization Problems on Real-World Graphs in Linear Time. CoRR (2020)
Hyrum S. Anderson, Anant Kharkar, Bobby Filar, David Evans, Phil Roth
Learning to Evade Static PE Machine Learning Malware Models via Reinforcement Learning. CoRR (2018)