Dennis Gnad

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 11

Top Topics

Reverse Engineer

Fault Diagnosis

Top Venues

Publications

Lilas Alrahis, Hassan Nassar, Jonas Krautter, Dennis Gnad, Lars Bauer, Jörg Henkel, Mehdi B. Tahoori
MaliGNNoma: GNN-Based Malicious Circuit Classifier for Secure Cloud FPGAs. HOST (2024)
Vincent Meyers, Michael Hefenbrock, Dennis Gnad, Mehdi B. Tahoori
Trained to Leak: Hiding Trojan Side-Channels in Neural Network Weights. HOST (2024)
Dennis Gnad, Martin Gotthard, Jonas Krautter, Angeliki Kritikakou, Vincent Meyers, Paolo Rech, Josie E. Rodriguez Condia, Annachiara Ruospo, Ernesto Sánchez, Fernando Fernandes dos Santos, Olivier Sentieys, Mehdi B. Tahoori, Russell Tessier, Marcello Traiola
Reliability and Security of AI Hardware. ETS (2024)
Lilas Alrahis, Hassan Nassar, Jonas Krautter, Dennis Gnad, Lars Bauer, Jörg Henkel, Mehdi B. Tahoori
MaliGNNoma: GNN-Based Malicious Circuit Classifier for Secure Cloud FPGAs. CoRR (2024)
Vincent Meyers, Dennis Gnad, Mehdi Baradaran Tahoori
Out-of-Distribution Detection Using Power-Side Channels for Improving Functional Safety of Neural Network FPGA Accelerators. DATE (2024)
Brojogopal Sapui, Jonas Krautter, Mahta Mayahinia, Atousa Jafari, Dennis Gnad, Sergej Meschkov, Mehdi B. Tahoori
Power Side-Channel Attacks and Countermeasures on Computation-in-Memory Architectures and Technologies. ETS (2023)
Vincent Meyers, Dennis Gnad, Mehdi Baradaran Tahoori
Active and Passive Physical Attacks on Neural Network Accelerators. IEEE Des. Test 40 (5) (2023)
Vincent Meyers, Michael Hefenbrock, Dennis Gnad, Mehdi Baradaran Tahoori
Remote Identification of Neural Network FPGA Accelerators by Power Fingerprints. FPL (2023)
Mathieu Gross, Jonas Krautter, Dennis Gnad, Michael Gruber, Georg Sigl, Mehdi B. Tahoori
FPGANeedle: Precise Remote Fault Attacks from FPGA to CPU. ASP-DAC (2023)
Vincent Meyers, Dennis Gnad, Mehdi B. Tahoori
Reverse Engineering Neural Network Folding with Remote FPGA Power Analysis. FCCM (2022)
Jonas Krautter, Dennis Gnad, Mehdi Baradaran Tahoori
CPAmap: On the Complexity of Secure FPGA Virtualization, Multi-Tenancy, and Physical Design. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2020 (3) (2020)
Dennis Gnad, Muhammad Shafique, Florian Kriebel, Semeen Rehman, Duo Sun, Jörg Henkel
Hayat: harnessing dark silicon and variability for aging deceleration and balancing. DAC (2015)
Muhammad Shafique, Dennis Gnad, Siddharth Garg, Jörg Henkel
Variability-aware dark silicon management in on-chip many-core systems. DATE (2015)