Bokai Zhang, Monika Santra, Syed Rafiul Hussain, Gang Tan (Pennsylvania State University)

Sound indirect-call resolution for stripped binaries is critical for security applications such as CFI enforcement, debloating, and large-scale vulnerability discovery, yet it remains challenging in the absence of symbol and type information. A recent work, Block-Based Points-to Analysis (BPA) addresses this problem with a scalable block memory model, but its implementation is tightly coupled to 32-bit x86 through an ISA-specific disassembly pipeline.

To overcome this limitation, we present BPA-X, an architecture-agnostic block-based points-to analysis framework for stripped binaries across multiple ISAs. BPA-X preserves the core soundness assumptions of BPA’s block memory model while replacing x86-specific components with an architecture-agnostic VEX IR via binary analysis platform angr. It generalizes local and global memory-block partitioning using VEX semantics instead of x86-specific patterns, lifts VEX IR into SSA form, and performs fixpoint computation on interprocedural value tracking and reachability analysis.

Our evaluation on SPEC CPU 2006 and real-world server binaries shows that BPA-X improves memory-block partitioning, reduces AICT on many x86 programs compared to BPA, and extends the analysis to x64 without degrading much precision. BPA-X also reduces memory consumption by 25% and improves runtime on large benchmarks.

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Dilipa: Making Micropatches from Edits to Lifted C

Henny Sipma, Ricardo Baratto, Ben Karel, Michael Gordon (Aarno Labs)

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Was My Data Used for Training? Membership Inference in...

Xue Tan (Institute of Big Data, Fudan University, Shanghai, China and College of Computer Science and Artificial Intelligence, Fudan University, Shanghai, China), Hao Luan (Institute of Big Data, Fudan University, Shanghai, China and College of Computer Science and Artificial Intelligence, Fudan University, Shanghai, China), Mingyu Luo (Institute of Big Data, Fudan University, Shanghai, China and…

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All things Binary

Dr. Sergey Bratus, DARPA PI and Research Associate Professor at Dartmouth College

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