#hardware security
Hardware Security: 8 AI articles covering hardware security news, analysis, and research
Articles
Embedded ECC Shields AI Weights from Bit-Flip Attacks:NEW⭐9
University of Florida researchers embed error-correcting codes in memory to protect AI model weights from bit-flip attacks, offering real-time correction with l...
Randomized Caches in Hardware: Overheads and Limitations | RUB,⭐9
Randomized caches offer a hardware defense against side-channel attacks, but RUB, Max Planck, and Georgia Tech research reveals performance overheads and remain...
Security-Aware Layer Mapping Reduces Fault Vulnerability in 3D⭐10
A security-aware layer-mapping strategy for 3D compute-in-memory accelerators assigns neural-network layers to tiers by fault sensitivity, reducing fault-induce...
On-Chip Monitors Detect Bit-Flip Attacks in AI Accelerators⭐9
Researchers develop lightweight on-chip monitors that detect bit-flip attacks in AI accelerators with under 5% area and power overhead, enabling real-time anoma...
High-Intensity Rowhammer Attack on GPUs Leveraging Non-Uniform⭐10
University of Toronto researchers unveil a high-intensity Rowhammer attack on GPUs using non-uniform hammering to induce DRAM bit flips and bypass defenses.
Hardware Information-Flow Tracking for Pre-Silicon Security⭐8
Hardware information-flow tracking helps pre-silicon security teams catch data leaks before tape-out. Research from Princeton, MIT, and EPFL advances IFT for se...
Rowhammer Backdoor Injection Attack During Inference: A New⭐8
A new attack from Northeastern University exploits Rowhammer to inject backdoors into neural networks during inference, threatening AI integrity.
Chip Security Moves From Checkbox Compliance To Continuous Defense⭐9
Chip security shifts from static checkbox compliance to continuous defense in 2026, tackling evolving hardware threats with runtime monitoring and proactive mea...