[HTML][HTML] A survey of bit-flip attacks on deep neural network and corresponding defense methods
C Qian, M Zhang, Y Nie, S Lu, H Cao - Electronics, 2023 - mdpi.com
As the machine learning-related technology has made great progress in recent years, deep
neural networks are widely used in many scenarios, including security-critical ones, which …
neural networks are widely used in many scenarios, including security-critical ones, which …
Rowpress: Amplifying read disturbance in modern dram chips
Memory isolation is critical for system reliability, security, and safety. Unfortunately, read
disturbance can break memory isolation in modern DRAM chips. For example, RowHammer …
disturbance can break memory isolation in modern DRAM chips. For example, RowHammer …
Fundamentally understanding and solving rowhammer
We provide an overview of recent developments and future directions in the RowHammer
vulnerability that plagues modern DRAM (Dynamic Random Memory Access) chips, which …
vulnerability that plagues modern DRAM (Dynamic Random Memory Access) chips, which …
Hammerscope: Observing dram power consumption using rowhammer
The constant reduction in memory cell sizes has increased memory density and reduced
power consumption, but has also affected its reliability. The Rowhammer attack exploits this …
power consumption, but has also affected its reliability. The Rowhammer attack exploits this …
HiRA: Hidden row activation for reducing refresh latency of off-the-shelf DRAM chips
DRAM is the building block of modern main memory systems. DRAM cells must be
periodically refreshed to prevent data loss. Refresh operations degrade system performance …
periodically refreshed to prevent data loss. Refresh operations degrade system performance …
DRAM bender: An extensible and versatile FPGA-based infrastructure to easily test state-of-the-art DRAM chips
To understand and improve DRAM performance, reliability, security, and energy efficiency,
prior works study characteristics of commodity DRAM chips. Unfortunately, state-of-the-art …
prior works study characteristics of commodity DRAM chips. Unfortunately, state-of-the-art …
An experimental analysis of RowHammer in HBM2 DRAM chips
RowHammer (RH) is a significant and worsening security, safety, and reliability issue of
modern DRAM chips that can be exploited to break memory isolation. Therefore, it is …
modern DRAM chips that can be exploited to break memory isolation. Therefore, it is …
Siloz: Leveraging DRAM Isolation Domains to Prevent Inter-VM Rowhammer
Today's cloud DRAM lacks strong isolation primitives, highlighted by Rowhammer bit flips.
Rowhammer poses an increasing threat to cloud security/reliability, given (1) DRAM …
Rowhammer poses an increasing threat to cloud security/reliability, given (1) DRAM …
Functionally-Complete Boolean Logic in Real DRAM Chips: Experimental Characterization and Analysis
Processing-using-DRAM (PuD) is an emerging paradigm that leverages the analog
operational properties of DRAM circuitry to enable massively parallel in-DRAM computation …
operational properties of DRAM circuitry to enable massively parallel in-DRAM computation …
MIMDRAM: An End-to-End Processing-Using-DRAM System for High-Throughput, Energy-Efficient and Programmer-Transparent Multiple-Instruction Multiple-Data …
Processing-using-DRAM (PUD) is a processing-in-memory (PIM) approach that uses a
DRAM array's massive internal parallelism to execute very-wide (eg, 16,384-262,144-bit …
DRAM array's massive internal parallelism to execute very-wide (eg, 16,384-262,144-bit …