Publications (16)
CapsAttacks: Robust and Imperceptible Adversarial Attacks on Capsule Networks
Alberto Marchisio, Giorgio Nanfa, Faiq Khalid +3
TrojanZero: Switching Activity-Aware Design of Undetectable Hardware Trojans with Zero Power and Area Footprint
Imran Hafeez Abbassi, Faiq Khalid, Semeen Rehman +4
MPNA: A Massively-Parallel Neural Array Accelerator with Dataflow Optimization for Convolutional Neural Networks
Muhammad Abdullah Hanif, Rachmad Vidya Wicaksana Putra, Muhammad Tanvir +3
Eliminating Tight Coupling using Subscriptions Subgrouping in Structured Overlays
Muhammad Shafique
Systimator: A Design Space Exploration Methodology for Systolic Array based CNNs Acceleration on the FPGA-based Edge Nodes
Hazoor Ahmad, Muhammad Tanvir, Muhammad Abdullah Hanif +3
A Roadmap Towards Resilient Internet of Things for Cyber-Physical Systems
Denise Ratasich, Faiq Khalid, Florian Geissler +3
RED-Attack: Resource Efficient Decision based Attack for Machine Learning
Faiq Khalid, Hassan Ali, Muhammad Abdullah Hanif +3
Security for Machine Learning-based Systems: Attacks and Challenges during Training and Inference
Faiq Khalid, Muhammad Abdullah Hanif, Semeen Rehman +1
XBioSiP: A Methodology for Approximate Bio-Signal Processing at the Edge
Bharath Srinivas Prabakaran, Semeen Rehman, Muhammad Shafique
autoAx: An Automatic Design Space Exploration and Circuit Building Methodology utilizing Libraries of Approximate Components
Vojtech Mrazek, Muhammad Abdullah Hanif, Zdenek Vasicek +2
Content-based Dynaic Routing in Structured Overlays Networks
Muhammad Shafique
A Methodology for Automatic Selection of Activation Functions to Design Hybrid Deep Neural Networks
Alberto Marchisio, Muhammad Abdullah Hanif, Semeen Rehman +2
Adaptive Content-based Routing using Subscription Subgrouping in Structured Overlays
Muhammad Shafique
CapStore: Energy-Efficient Design and Management of the On-Chip Memory for CapsuleNet Inference Accelerators
Alberto Marchisio, Muhammad Abdullah Hanif, Mohammad Taghi Teimoori +1
ApproxCS: Near-Sensor Approximate Compressed Sensing for IoT-Healthcare Systems
Ayesha Siddique, Osman Hasan, Faiq Khalid +1
FAdeML: Understanding the Impact of Pre-Processing Noise Filtering on Adversarial Machine Learning
Faiq Khalid, Muhammmad Abdullah Hanif, Semeen Rehman +2