{"id":{"repo_id":"gatech","oai_identifier":"oai:repository.gatech.edu:1853/62359"},"canonical_url":"https://search.dev.ndltd.org/etd/gatech/oai:repository.gatech.edu:1853/62359","repository":{"repo_id":"gatech","name":"Georgia Tech","base_url":"https://repository.gatech.edu/server/oai/request"},"display":{"title":"Leveraging program slicing to understand network traffic","abstract":"This project centers around utilizing the concept of backward slice analysis of a binary to reconstruct the contents of a function call. To that end, a suite of modular tools will be developed to enable an analyst to glean relevant information about what data a binary is accessing and what it is doing with it. Each tool plays a small role in this overall goal while also being capable standing on its own. This functionality has utility in a variety of applications including detection of unauthorized gathering of personal information, malicious use of private functions, and unknown network protocol analysis. These use cases will be discussed in the paper.","abstract_html":"This project centers around utilizing the concept of backward slice analysis of a binary to reconstruct the contents of a function call. To that end, a suite of modular tools will be developed to enable an analyst to glean relevant information about what data a binary is accessing and what it is doing with it. Each tool plays a small role in this overall goal while also being capable standing on its own. This functionality has utility in a variety of applications including detection of unauthorized gathering of personal information, malicious use of private functions, and unknown network protocol analysis. These use cases will be discussed in the paper.","abstract_has_math":false,"creators":["Stewart, Allen Joel"],"institution":"Georgia Institute of Technology","degree_name":null,"degree_level":"Masters","degree_discipline":null,"degree_department":"Electrical and Computer Engineering","school":null,"contributors":[],"advisors":["Saltaformaggio, Brendan D."],"committee_chairs":[],"committee_members":["Beyah, Raheem A.","Smith, William W."],"year":2019,"date_issued":"2019-12-04","date_published":"2019-12-04","updated_at":"2026-07-27T19:50:24Z","subjects":["Angr","Backward slice","Program slice","Binary analysis","Reverse engineering","Ida","Ghidra","Python"],"languages":["en_US"],"rights":[],"rights_urls":[],"identifier_entries":[]},"links":{"outbound_url":"http://hdl.handle.net/1853/62359","outbound_label":"Handle","outbound_source":"dc:identifier.uri"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:contributor.advisor","label":"Advisor","values":["Saltaformaggio, Brendan D."]},{"key":"dc:contributor.committeemember","label":"Committee Member","values":["Beyah, Raheem A.","Smith, William W."]},{"key":"dc:contributor.department","label":"Department","values":["Electrical and Computer Engineering"]},{"key":"dc:creator","label":"Author","values":["Stewart, Allen Joel"]}]},{"id":"academic_context","label":"Academic Context","entries":[{"key":"dc:date.accessioned","label":"Dc Date Accessioned","values":["2020-01-14T14:49:02Z"]},{"key":"dc:date.available","label":"Dc Date Available","values":["2020-01-14T14:49:02Z"]},{"key":"dc:date.issued","label":"Date","values":["2019-12-04"]},{"key":"dc:publisher","label":"Institution","values":["Georgia Institute of Technology"]},{"key":"dc:type","label":"Dc Type","values":["Text"]},{"key":"thesis:degree_level","label":"Degree Level","values":["Masters"]}]},{"id":"subjects_keywords","label":"Subjects and Keywords","entries":[{"key":"dc:subject","label":"Dc Subject","values":["Angr","Backward slice","Program slice","Binary analysis","Reverse engineering","Ida","Ghidra","Python"]}]},{"id":"language_rights","label":"Language and Rights","entries":[{"key":"dc:language.iso","label":"Language (ISO)","values":["en_US"]}]},{"id":"identifiers","label":"Identifiers","entries":[{"key":"dc:identifier.uri","label":"Identifier URI","values":["http://hdl.handle.net/1853/62359"]}]},{"id":"additional","label":"Additional Metadata","entries":[{"key":"dc:description.abstract","label":"Abstract","values":["This project centers around utilizing the concept of backward slice analysis of a binary to reconstruct the contents of a function call. To that end, a suite of modular tools will be developed to enable an analyst to glean relevant information about what data a binary is accessing and what it is doing with it. Each tool plays a small role in this overall goal while also being capable standing on its own. This functionality has utility in a variety of applications including detection of unauthorized gathering of personal information, malicious use of private functions, and unknown network protocol analysis. These use cases will be discussed in the paper."]},{"key":"dc:description.degree","label":"Dc Description Degree","values":["M.S."]},{"key":"dc:format.mimetype","label":"Dc Format Mimetype","values":["application/pdf"]},{"key":"dc:title","label":"Title","values":["Leveraging program slicing to understand network traffic"]}]}],"canonical_facts":{"dc:contributor.advisor":["Saltaformaggio, Brendan D."],"dc:contributor.committeemember":["Beyah, Raheem A.","Smith, William W."],"dc:contributor.department":["Electrical and Computer Engineering"],"dc:creator":["Stewart, Allen Joel"],"dc:date.accessioned":["2020-01-14T14:49:02Z"],"dc:date.available":["2020-01-14T14:49:02Z"],"dc:date.issued":["2019-12-04"],"dc:description.abstract":["This project centers around utilizing the concept of backward slice analysis of a binary to reconstruct the contents of a function call. To that end, a suite of modular tools will be developed to enable an analyst to glean relevant information about what data a binary is accessing and what it is doing with it. Each tool plays a small role in this overall goal while also being capable standing on its own. This functionality has utility in a variety of applications including detection of unauthorized gathering of personal information, malicious use of private functions, and unknown network protocol analysis. These use cases will be discussed in the paper."],"dc:description.degree":["M.S."],"dc:format.mimetype":["application/pdf"],"dc:identifier.uri":["http://hdl.handle.net/1853/62359"],"dc:language.iso":["en_US"],"dc:publisher":["Georgia Institute of Technology"],"dc:subject":["Angr","Backward slice","Program slice","Binary analysis","Reverse engineering","Ida","Ghidra","Python"],"dc:title":["Leveraging program slicing to understand network traffic"],"dc:type":["Text"],"thesis:degree_level":["Masters"]},"updated_at":"2026-07-27T19:50:24Z"}