papers
Publications (16)
cs.CR2018
TrojanZero: Switching Activity-Aware Design of Undetectable Hardware Trojans with Zero Power and Area Footprint
Imran Hafeez Abbassi, Faiq Khalid, Semeen Rehman +4
cs.CR2019
BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain
Tianyu Gu, Brendan Dolan-Gavitt, Siddharth Garg
cs.CR2016
Threshold-Dependent Camouflaged Cells to Secure Circuits Against Reverse Engineering Attacks
Maria I. Mera Collantes, Mohamed El Massad, Siddharth Garg
cs.DC2017
Optimal Checkpointing for Secure Intermittently-Powered IoT Devices
Zahra Ghodsi, Siddharth Garg, Ramesh Karri
cs.SI2016
Optimal De-Anonymization in Random Graphs with Community Structure
Efe Onaran, Siddharth Garg, Elza Erkip
cs.CR2017
Reverse Engineering Camouflaged Sequential Integrated Circuits Without Scan Access
Mohamed El Massad, Siddharth Garg, Mahesh Tripunitara
cs.CR2017
Rethinking Split Manufacturing: An Information-Theoretic Approach with Secure Layout Techniques
Abhrajit Sengupta, Satwik Patnaik, Johann Knechtel +3
cs.CR2018
Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks
Kang Liu, Brendan Dolan-Gavitt, Siddharth Garg
cs.LG2018
FATE: Fast and Accurate Timing Error Prediction Framework for Low Power DNN Accelerator Design
Jeff Zhang, Siddharth Garg
cs.NE2018
ThUnderVolt: Enabling Aggressive Voltage Underscaling and Timing Error Resilience for Energy Efficient Deep Neural Network Accelerators
Jeff Zhang, Kartheek Rangineni, Zahra Ghodsi +1
cs.LG2018
Analyzing and Mitigating the Impact of Permanent Faults on a Systolic Array Based Neural Network Accelerator
Jeff Zhang, Tianyu Gu, Kanad Basu +1
cs.DC2016
Thread Progress Equalization: Dynamically Adaptive Power and Performance Optimization of Multi-threaded Applications
Yatish Turakhia, Guangshuo Liu, Siddharth Garg +1
cs.CR2018
Outsourcing Private Machine Learning via Lightweight Secure Arithmetic Computation
Siddharth Garg, Zahra Ghodsi, Carmit Hazay +3
cs.IT2017
An Information Theoretic Framework for Active De-anonymization in Social Networks Based on Group Memberships
Farhad Shirani, Siddharth Garg, Elza Erkip
cs.CR2017
Logic Locking for Secure Outsourced Chip Fabrication: A New Attack and Provably Secure Defense Mechanism
Mohamed El Massad, Jun Zhang, Siddharth Garg +1
cs.DB2019
A Concentration of Measure Approach to Database De-anonymization
Farhad Shirani, Siddharth Garg, Elza Erkip