Benjamin's Visual Resume
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Benjamin Davidson was born in Poughkeepsie, New York and lived in Lexington, Kentucky for over 20 years. He majored in Psychology and minored in Economics at the University of Kentucky, making the Dean's List in 2011. He proposed a research experiment on stereotypes and is considering pursuing a Master's degree in Human Factors Psychology with interests in problem solving and basketball.
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Removing Uninteresting Bytes in Software Fuzzing
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
みなさんこんにちはこれ何文字まで入るの？40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの？えこ...
ここ3000字までしか入らないけどタイトルの方がたくさん文字入ると思います。
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みなさんこんにちはこれ何文字まで入るの？40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの？えこ...
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Benjamin's Visual Resume
- 2. Born in Poughkeepsie, New York. Lived in Lexington for over 20 years and love it.
- 3. Major in Psychology Minor in Economics
- 4. Dean's List Spring and Fall 2011 Proposed a research experiment about the effects of exemplars and prototypes on stereotypes
- 5. Experience
- 6. STRENGTHS Competition Empathy High Achiever Relator Harmony
- 7. Possibly pursuing a Master's in Human Factors Psychology
- 8. Solving problems and basketball are strong passions of mine
- 9. Therapist Small business owner