A modern primer on processing in memory
Modern computing systems are overwhelmingly designed to move data to computation. This
design choice goes directly against at least three key trends in computing that cause …
design choice goes directly against at least three key trends in computing that cause …
Benchmarking a new paradigm: Experimental analysis and characterization of a real processing-in-memory system
Many modern workloads, such as neural networks, databases, and graph processing, are
fundamentally memory-bound. For such workloads, the data movement between main …
fundamentally memory-bound. For such workloads, the data movement between main …
Blacksmith: Scalable rowhammering in the frequency domain
We present the new class of non-uniform Rowhammer access patterns that bypass
undocumented, proprietary in-DRAM Target Row Refresh (TRR) while operating in a …
undocumented, proprietary in-DRAM Target Row Refresh (TRR) while operating in a …
Deepsteal: Advanced model extractions leveraging efficient weight stealing in memories
Recent advancements in Deep Neural Networks (DNNs) have enabled widespread
deployment in multiple security-sensitive domains. The need for resource-intensive training …
deployment in multiple security-sensitive domains. The need for resource-intensive training …
A deeper look into rowhammer's sensitivities: Experimental analysis of real dram chips and implications on future attacks and defenses
RowHammer is a circuit-level DRAM vulnerability where repeatedly accessing (ie,
hammering) a DRAM row can cause bit flips in physically nearby rows. The RowHammer …
hammering) a DRAM row can cause bit flips in physically nearby rows. The RowHammer …
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 …
Protrr: Principled yet optimal in-dram target row refresh
The DRAM substrate is becoming increasingly more vulnerable to Rowhammer as we move
to smaller technology nodes. We introduce ProTRR, the first principled in-DRAM Target Row …
to smaller technology nodes. We introduce ProTRR, the first principled in-DRAM Target Row …
Benchmarking a new paradigm: An experimental analysis of a real processing-in-memory architecture
Many modern workloads, such as neural networks, databases, and graph processing, are
fundamentally memory-bound. For such workloads, the data movement between main …
fundamentally memory-bound. For such workloads, the data movement between main …
Rega: Scalable rowhammer mitigation with refresh-generating activations
Mitigating Rowhammer requires performing additional refresh operations to recharge DRAM
rows before bits start to flip. These refreshes are scarce and can only happen periodically …
rows before bits start to flip. These refreshes are scarce and can only happen periodically …
CSI: Rowhammer–Cryptographic security and integrity against rowhammer
In this paper, we present CSI: Rowhammer, a principled hardware-software co-design
Rowhammer mitigation with cryptographic security and integrity guarantees, that does not …
Rowhammer mitigation with cryptographic security and integrity guarantees, that does not …