Dr. David Brumley, Carnegie Mellon University - ForAllSecure

My 17 years of binary analysis has taught me one thing: “easy” things in compilation and program analysis are often the “hard” things in binary analysis. Want to analyze assembly? Write an IL (oh my)! Want to perform static analysis? Let’s implement this data-flow analysis from the dragon book (oh wait...). The experiments seem to be working out except this case, but that’s just an engineering issue (wait, there really is a fundamental science problem there...). Want to transition this tool to practice? I’ll just open source it (oh, maintaining is hard work). I could make a company out of that (uh, customers aren’t asking to solve the hard scientific problems, they just want it to work). I’ll share some hilariously naive mindsets I had, and share some dinosaur-sized research problems that can (mistakenly) look like just small bugs. Where do we go? What’s the next step in the evolution of binary analysis to truly be able to find and fix vulnerabilities in software we all use?

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PyPANDA: Taming the PANDAmonium of Whole System Dynamic Analysis

Luke Craig, Tim Leek (MIT Lincoln Laboratory), Andrew Fasano, Tiemoko Ballo (MIT Lincoln Laboratory, Northeastern University), Brendan Dolan-Gavitt (New York University), William Robertson (Northeastern University)

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o-glassesX: Compiler Provenance Recovery with Attention Mechanism from a...

Yuhei Otsubo (National Police Agency, Tokyo, Japan), Akira Otsuka (Institute of information Security, Japan), Mamoru Mimura (National Defense Academy, Japan), Takeshi Sakaki (The University of Tokyo, Japan), Hiroshi Ukegawa (National Police Agency, Tokyo, Japan)

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FirmLine: a Generic Pipeline for Large-Scale Analysis of Non-Linux...

Alexander Balgavy (Independent), Marius Muench (University of Birmingham)

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CLIK on PLCs! Attacking Control Logic with Decompilation and...

Sushma Kalle (University of New Orleans), Nehal Ameen (University of New Orleans), Hyunguk Yoo (University of New Orleans), Irfan Ahmed (Virginia Commonwealth University)

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