Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. Abstract Metamorphic malware —… (More)
Programmers obfuscate their code to defeat manual or automated analysis. Obfuscations are often used to hide malicious behavior. In particular, malicious programs employ obfuscations of stack-based instructions, such as call and return instructions, to prevent an analyzer from determining which system functions it calls. Instead of using these instructions… (More)
This paper introduces the "engine signature" approach to assist in detecting metamorphic malware by tracking it to its engine. More specifically, it presents and evaluates a code scoring technique for collecting forensic evidence from x86 code segments in order to get some measure of how likely they are to have been generated by some known… (More)
Introducing program variations via metamorphic transformations is one of the methods used by malware authors in order to help their programs slip past defenses. A method is presented for rapidly deciding whether or not an input program is likely to be a variant of a given metamorphic program. The method is defined for the prominent class of metamorphic… (More)
A design space is presented for metamorphic malware. Metamorphic malware is the class of malicious self-replicating programs that are able to transform their own code when replicating. The raison d'etre for metamorphism is to evade recognition by malware scanners; the transformations are meant to defeat analysis and decrease the number of constant patterns… (More)
A malware mutation engine is able to transform a malicious program to create a different version of the program. Such mutation engines are used at distribution sites or in self-propagating malware in order to create variation in the distributed programs. Program normalization is a way to remove variety introduced by mutation engines, and can thus simplify… (More)
Of the enormous quantity of malicious programs seen in the wild, most are variations of previously seen programs. Automated program transformation tools-i.e., code morphers-are one of the ways of making such variants in volume. This paper proposes a Markov chain-based framework for fast, approximate detection of variants of known morphers wherein every… (More)
Over the past five years, CS faculty members have authored or co-authored over 54 professional papers and reports. A list of publications is given below.