466 citations · 732 across the 25 of their papers we have counts for
30 papers
SHELF: A Synthetic Harness for Multi-Task Bibliographic Benchmarking
Michael J. Bommarito
Libraries and archives manage large collections with limited staff and computing budgets, yet common benchmarks do not systematically test their bibliographic work. They need to kn…
The Linux IOCTL Census: A Source-Derived Database of the Linux Kernel Control-Code Surface
Michael J. Bommarito
The ioctl system call is Linux's catch-all device-control interface. A userspace program opens a device node and hands the driver a numeric command code and an argument buffer, and…
The Windows IOCTL Census: A Corpus-Scale, Multi-Architecture Database of the Driver Control-Code Surface
Michael J. Bommarito
A Windows driver exposes its kernel through I/O control (IOCTL) codes, and a single unchecked length on the buffer behind one turns an unprivileged call into a kernel write. The re…
MimeLens: Position-Agnostic Content-Type Detection for Binary Fragments
Michael J. Bommarito
File-type classification underlies many workflows like malware triage, forensic carving, packet inspection, and storage indexing. Learned systems such as Google's Magika assume who…
Needles at Scale: LLM-Assisted Target Selection for Windows Vulnerability Research
Michael J. Bommarito
The attack surface of a modern operating system is a haystack: thousands of signed binaries and millions of functions, almost none relevant to any given vulnerability. A human anal…
Binary-30K: A Heterogeneous Dataset for Deep Learning in Binary Analysis and Malware Detection
Michael J. Bommarito
Deep learning research for binary analysis faces a critical infrastructure gap. Today, existing datasets target single platforms, require specialized tooling, or provide only hand-…