3 citations · 6 across the 4 of their papers we have counts for
4 papers
Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading
Daliang Xu, Mengwei Xu, Qipeng Wang +6
This paper proposes Mandheling, the first system that enables highly resource-efficient on-device training by orchestrating the mixed-precision training with on-chip Digital Signal…
S3Library: Automatically Eliminating C/C++ Buffer Overflow using Compatible Safer Libraries
Kang Sun, Daliang Xu, Dongwei Chen +2
Annex K of C11, bounds-checking interfaces, recently introduced a set of alternative functions to mitigate buffer overflows, primarily those caused by string/memory functions. Howe…
DangKiller: Eliminating Dangling Pointers Efficiently via Implicit Identifier
Daliang Xu, Dongwei Chen, Chun Yang +3
Use-After-Free vulnerabilities, allowing the attacker to access unintended memory via dangling pointers, are more threatening. However, most detection schemes can only detect dangl…
Saturation Memory Access: Mitigating Memory Spatial Errors without Terminating Programs
Dongwei Chen, Daliang Xu, Dong Tong +4
Memory spatial errors, i.e., buffer overflow vulnerabilities, have been a well-known issue in computer security for a long time and remain one of the root causes of exploitable vul…