17 citations · 25 across the 11 of their papers we have counts for
9 papers · 1 filter
Speed Kills: Exploring Confused Deputy Attacks Through Edge AI Accelerators
Datta Manikanta Sri Hari Danduri, Aravind Kumar Machiry
AI Accelerator (AIA) are specialized hardware e.g., Tensor Processing Unit (TPU), that enable optimal and efficient execution of AI applications and on-device inference. The growin…
Reactive Bottom-Up Testing
Siddharth Muralee, Sourag Cherupattamoolayil, James C. Davis +2
Modern computing systems remain rife with software vulnerabilities. Engineers apply many means to detect them, of which dynamic testing is one of the most common and effective. How…
LM-Scout: Analyzing the Security of Language Model Integration in Android Apps
Muhammad Ibrahim, Gűliz Seray Tuncay, Z. Berkay Celik +2
Developers are increasingly integrating Language Models (LMs) into their mobile apps to provide features such as chat-based assistants. To prevent LM misuse, they impose various re…
LEMIX: Enabling Testing of Embedded Applications as Linux Applications (Extended Report)
Sai Ritvik Tanksalkar, Siddharth Muralee, Srihari Danduri +4
Dynamic analysis, through rehosting, is an important capability for security assessment in embedded systems software. Existing rehosting techniques aim to provide high-fidelity exe…
Precision Guided Approach to Mitigate Data Poisoning Attacks in Federated Learning
K Naveen Kumar, C Krishna Mohan, Aravind Machiry
Federated Learning (FL) is a collaborative learning paradigm enabling participants to collectively train a shared machine learning model while preserving the privacy of their sensi…
Rust for Embedded Systems: Current State, Challenges and Open Problems (Extended Report)
Ayushi Sharma, Shashank Sharma, Santiago Torres-Arias +1
Embedded software is used in safety-critical systems such as medical devices and autonomous vehicles, where software defects, including security vulnerabilities, have severe conseq…