activity
20162021
most citedRobust Attribution Regularization

38 citations · 79 across the 8 of their papers we have counts for

collaborators

8 papers

cs.SE2021

Lightweight, Multi-Stage, Compiler-Assisted Application Specialization

Mohannad Alhanahnah, Rithik Jain, Vaibhav Rastogi +2

Program debloating aims to enhance the performance and reduce the attack surface of bloated applications. Several techniques have been recently proposed to specialize programs. The…

cs.SE2020★ 10 cited

SpellBound: Defending Against Package Typosquatting

Matthew Taylor, Ruturaj K. Vaidya, Drew Davidson +2

Package managers for software repositories based on a single programming language are very common. Examples include npm (JavaScript), and PyPI (Python). These tools encourage code…

cs.LG2019★ 38 cited

Robust Attribution Regularization

Jiefeng Chen, Xi Wu, Vaibhav Rastogi +2

An emerging problem in trustworthy machine learning is to train models that produce robust interpretations for their predictions. We take a step towards solving this problem throug…

cs.CR2019★ 3 cited

Security Issues in Language-based Software Ecosystems

Ruturaj K. Vaidya, Lorenzo De Carli, Drew Davidson +1

Language-based ecosystems (LBE), i.e., software ecosystems based on a single programming language, are very common. Examples include the npm ecosystem for JavaScript, and PyPI for…

cs.PL2018★ 11 cited

Neural-Augmented Static Analysis of Android Communication

Jinman Zhao, Aws Albarghouthi, Vaibhav Rastogi +2

We address the problem of discovering communication links between applications in the popular Android mobile operating system, an important problem for security and privacy in Andr…

cs.CR2018★ 4 cited

Towards Understanding Limitations of Pixel Discretization Against Adversarial Attacks

Jiefeng Chen, Xi Wu, Vaibhav Rastogi +2

Wide adoption of artificial neural networks in various domains has led to an increasing interest in defending adversarial attacks against them. Preprocessing defense methods such a…

cs.CR2016★ 4 cited

Towards Least Privilege Containers with Cimplifier

Vaibhav Rastogi, Drew Davidson, Lorenzo De Carli +2

Application containers, such as Docker containers, have recently gained popularity as a solution for agile and seamless deployment of applications. These light-weight virtualizatio…

cs.CR2016★ 9 cited

DroidNative: Semantic-Based Detection of Android Native Code Malware

Shahid Alam, Zhengyang Qu, Ryan Riley +2

According to the Symantec and F-Secure threat reports, mobile malware development in 2013 and 2014 has continued to focus almost exclusively ~99% on the Android platform. Malware w…