#binary-analysis

3 pages tagged with "binary-analysis"

models

classifying packet payloads with mimelens — how to identify file content type from a tcpdump pcap — including from a single 1.4 kb udp datagram — using the mimelens-medium-byte encoder.
mimelens: small encoders for content-type detection on any byte window — pretrained byte-level and bpe BERT encoders that classify file content from a 4 kb chunk anywhere inside a file — including a single 1.4 kb udp packet.

programming

tokenizing raw executables for malware analysis with bbpe — pretrained huggingface-compatible bpe tokenizers for raw binaries — use them for malware classification, binary similarity, and reverse engineering with transformers