Full Transparency in DBI frameworks. (arXiv:2306.13529v1 [cs.CR])

Following the increasing trends of malicious applications or cyber threats in
general, program analysis has become a ubiquitous technique in extracting
relevant features. The current state-of-the-art solutions seem to fall behind
new techniques. For instance, dynamic binary instrumentation (DBI) provides
some promising results, but falls short when it comes to ease of use and
overcoming analysis evasion. In this regard, we propose a two-fold
contribution. First, we introduce COBAI (Complex Orchestrator for Binary
Analysis and Instrumentation), a DBI framework designed …

analysis applications art binary current cyber cyber threats dynamic features frameworks general instance instrumentation malicious program program analysis results solutions state techniques threats transparency trends