Stephanie Forrest

ORCID

Publication Activity (10 Years)

Years Active: 1985-2024
Publications (10 Years): 54

Top Venues

CoRR

GI@ICSE

GECCO Companion

IEEE Trans. Software Eng.

Publications

Joseph Renzullo, Westley Weimer, Stephanie Forrest
Combining Online Learning with Mutation-Based Stochastic Search to Repair Buggy Programs. GECCO Companion (2024)
Joseph Renzullo, Pemma Reiter, Westley Weimer, Stephanie Forrest
Automated Program Repair: Emerging trends pose and expose problems for benchmarks. CoRR (2024)
Ryan Edward Dougherty, Dylan Nathan Green, Hyunmook Kang, Grace Miro Kim, Stephanie Forrest
A Multi-Objective Genetic Algorithm for Location in Interaction Testing. GECCO Companion (2024)
Jhe-Yu Liou, Stephanie Forrest, Carole-Jean Wu
GEVO-ML: Optimizing Machine Learning Code with Evolutionary Computation. CoRR (2023)
Joseph Renzullo, Westley Weimer, Stephanie Forrest
Evolving Software: Combining Online Learning with Mutation-Based Stochastic Search. ACM Trans. Evol. Learn. Optim. 3 (4) (2023)
Kevin Leach, Christopher Steven Timperley, Kevin Angstadt, Anh Nguyen-Tuong, Jason Hiser, Aaron Paulos, Partha P. Pal, Patrick Hurley, Carl Thomas, Jack W. Davidson, Stephanie Forrest, Claire Le Goues, Westley Weimer
START: A Framework for Trusted and Resilient Autonomous Vehicles (Practical Experience Report). ISSRE (2022)
Antonio M. Espinoza, Riley Wood, Stephanie Forrest, Mohit Tiwari
Back to the future: N-Versioning of Microservices. DSN (2022)
Madeline Endres, Pemma Reiter, Stephanie Forrest, Westley Weimer
What Can Program Repair Learn From Code Review? APR@ICSE (2022)
Kirtus G. Leyba, Joshua J. Daymude, Jean-Gabriel Young, M. E. J. Newman, Jennifer Rexford, Stephanie Forrest
Cutting Through the Noise to Infer Autonomous System Topology. CoRR (2022)
Hammad Ahmad, Padraic Cashin, Stephanie Forrest, Westley Weimer
Digging into Semantics: Where Do Search-Based Software Repair Methods Search? PPSN (2) (2022)
Pemma Reiter, Hui Jun Tay, Westley Weimer, Adam Doupé, Ruoyu Wang, Stephanie Forrest
Automatically Mitigating Vulnerabilities in x86 Binary Programs via Partially Recompilable Decompilation. CoRR (2022)
Jhe-Yu Liou, Muaaz Awan, Steven A. Hofmeyr, Stephanie Forrest, Carole-Jean Wu
Understanding the Power of Evolutionary Computation for GPU Code Optimization. IISWC (2022)
Cameron Buckner, Risto Miikkulainen, Stephanie Forrest, Silvia Milano, James Zou, Carina Prunk, Christopher Irrgang, I. Glenn Cohen, Hao Su, Robin R. Murphy, Russell H. Taylor, Axel Krieger, Mirko Kovac, Jathan Sadowski, Vidushi Marda
AI reflections in 2021. Nat. Mach. Intell. 4 (1) (2022)
Kirtus G. Leyba, Joshua J. Daymude, Jean-Gabriel Young, M. E. J. Newman, Jennifer Rexford, Stephanie Forrest
Cutting Through the Noise to Infer Autonomous System Topology. INFOCOM (2022)
Pemma Reiter, Antonio M. Espinoza, Adam Doupé, Ruoyu Wang, Westley Weimer, Stephanie Forrest
Improving source-code representations to enhance search-based software repair. GECCO (2022)
Jhe-Yu Liou, Muaaz Awan, Steven A. Hofmeyr, Stephanie Forrest, Carole-Jean Wu
Understanding the Power of Evolutionary Computation for GPU Code Optimization. CoRR (2022)
Risto Miikkulainen, Stephanie Forrest
A biological perspective on evolutionary computation. Nat. Mach. Intell. 3 (1) (2021)
Edward C. Schrom II, Ann Kinzig, Stephanie Forrest, Andrea L. Graham, Simon A. Levin, Carl T. Bergstrom, Carlos Castillo-Chavez, James P. Collins, Rob J. De Boer, Adam Doupé, Roya Ensafi, Stuart I. Feldman, Bryan T. Grenfell, J. Alex Halderman, Silvie Huijben, Carlo C. Maley, Melanie Moses, Alan S. Perelson, Charles Perrings, Joshua B. Plotkin, Jennifer Rexford, Mohit Tiwari
Challenges in cybersecurity: Lessons from biological defense systems. CoRR (2021)
Melanie E. Moses, Steven A. Hofmeyr, Judy L. Cannon, Akil Andrews, Rebekah Gridley, Monica Hinga, Kirtus G. Leyba, Abigail Pribisova, Vanessa Surjadidjaja, Humayra Tasnim, Stephanie Forrest
Spatially distributed infection increases viral load in a computational model of SARS-CoV-2 lung infection. PLoS Comput. Biol. 17 (12) (2021)
Mohsen Ahmadi, Kevin Leach, Ryan E. Dougherty, Stephanie Forrest, Westley Weimer
MIMOSA: Reducing Malware Analysis Overhead with Coverings. CoRR (2021)
Joseph Renzullo, Westley Weimer, Stephanie Forrest
Multiplicative Weights Algorithms for Parallel Automated Software Repair. IPDPS (2021)
Robert Axelrod, Joshua J. Daymude, Stephanie Forrest
Preventing Extreme Polarization of Political Attitudes. CoRR (2021)
Yu Huang, Hammad Ahmad, Stephanie Forrest, Westley Weimer
Applying Automated Program Repair to Dataflow Programming Languages. GI@ICSE (2021)
Muhilan Ramamoorthy, Stephanie Forrest, Violet R. Syrotiuk
MA-ABC: a memetic algorithm optimizing attractiveness, balance, and cost for capacitated Arc routing problems. GECCO (2021)
Jhe-Yu Liou, Xiaodong Wang, Stephanie Forrest, Carole-Jean Wu
GEVO-ML: a proposal for optimizing ML code with evolutionary computation. GECCO Companion (2020)
Yujun Qin, Samuel Gonzalez, Kevin Angstadt, Xiaowei Wang, Stephanie Forrest, Reetuparna Das, Kevin Leach, Westley Weimer
MARTINI: Memory Access Traces to Detect Attacks. CCSW@CCS (2020)
Jhe-Yu Liou, Xiaodong Wang, Stephanie Forrest, Carole-Jean Wu
GEVO: GPU Code Optimization Using Evolutionary Computation. ACM Trans. Archit. Code Optim. 17 (4) (2020)
Jhe-Yu Liou, Xiaodong Wang, Stephanie Forrest, Carole-Jean Wu
GEVO: GPU Code Optimization using Evolutionary Computation. CoRR (2020)
Joel Lehman, Jeff Clune, Dusan Misevic, Christoph Adami, Lee Altenberg, Julie Beaulieu, Peter J. Bentley, Samuel Bernard, Guillaume Beslon, David M. Bryson, Nick Cheney, Patryk Chrabaszcz, Antoine Cully, Stéphane Doncieux, Fred C. Dyer, Kai Olav Ellefsen, Robert Feldt, Stephan Fischer, Stephanie Forrest, Antoine Frénoy, Christian Gagné, Léni K. Le Goff, Laura M. Grabowski, Babak Hodjat, Frank Hutter, Laurent Keller, Carole Knibbe, Peter Krcah, Richard E. Lenski, Hod Lipson, Robert MacCurdy, Carlos Maestre, Risto Miikkulainen, Sara Mitri, David E. Moriarty, Jean-Baptiste Mouret, Anh Nguyen, Charles Ofria, Marc Parizeau, David P. Parsons, Robert T. Pennock, William F. Punch, Thomas S. Ray, Marc Schoenauer, Eric Schulte, Karl Sims, Kenneth O. Stanley, François Taddei, Danesh Tarapore, Simon Thibault, Richard A. Watson, Westley Weimer, Jason Yosinski
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities. Artif. Life 26 (2) (2020)
Carianne Martinez, David A. Najera-Flores, Adam R. Brink, D. Dane Quinn, Eleni N. Chatzi, Stephanie Forrest
Confronting Domain Shift in Trained Neural Networks. Preregister@NeurIPS (2020)
Jessica Jones, Jason D. Hiser, Jack W. Davidson, Stephanie Forrest
-variant system. SEAMS@ICSE (2019)
Padraic Cashin, Carianne Martinez, Westley Weimer, Stephanie Forrest
Understanding Automatically-Generated Patches Through Symbolic Invariant Differences. ASE (2019)
ThanhVu Nguyen, Westley Weimer, Deepak Kapur, Stephanie Forrest
Connecting Program Synthesis and Reachability: Automatic Program Repair using Test-Input Generation. CoRR (2019)
Jonathan Dorn, Jeremy Lacomis, Westley Weimer, Stephanie Forrest
Automatically Exploring Tradeoffs Between Software Output Fidelity and Energy Costs. IEEE Trans. Software Eng. 45 (3) (2019)
Kirtus G. Leyba, Benjamin Edwards, Cynthia Freeman, Jedidiah R. Crandall, Stephanie Forrest
Borders and gateways: measuring and analyzing national as chokepoints. COMPASS (2019)
ThanhVu Nguyen, Deepak Kapur, Westley Weimer, Stephanie Forrest
Using Dynamic Analysis to Generate Disjunctive Invariants. CoRR (2019)
Jhe-Yu Liou, Stephanie Forrest, Carole-Jean Wu
Genetic improvement of GPU code. GI@ICSE (2019)
Ryan E. Dougherty, Erin Lanus, Charles J. Colbourn, Stephanie Forrest
-restrictions. GECCO (Companion) (2019)
Benjamin Edwards, Jay Jacobs, Stephanie Forrest
Risky Business: Assessing Security with External Measurements. CoRR (2019)
Kevin Leach, Ryan E. Dougherty, Chad Spensky, Stephanie Forrest, Westley Weimer
Evolutionary computation for improving malware analysis. GI@ICSE (2019)
Stephanie Forrest
The biology of software. HPDC (2018)
Joseph Renzullo, Westley Weimer, Melanie E. Moses, Stephanie Forrest
Neutrality and epistasis in program space. GI@ICSE (2018)
Joel Lehman, Jeff Clune, Dusan Misevic, Christoph Adami, Lee Altenberg, Julie Beaulieu, Peter J. Bentley, Samuel Bernard, Guillaume Beslon, David M. Bryson, Patryk Chrabaszcz, Nick Cheney, Antoine Cully, Stéphane Doncieux, Fred C. Dyer, Kai Olav Ellefsen, Robert Feldt, Stephan Fischer, Stephanie Forrest, Antoine Frénoy, Christian Gagné, Leni K. Le Goff, Laura M. Grabowski, Babak Hodjat, Frank Hutter, Laurent Keller, Carole Knibbe, Peter Krcah, Richard E. Lenski, Hod Lipson, Robert MacCurdy, Carlos Maestre, Risto Miikkulainen, Sara Mitri, David E. Moriarty, Jean-Baptiste Mouret, Anh Nguyen, Charles Ofria, Marc Parizeau, David P. Parsons, Robert T. Pennock, William F. Punch, Thomas S. Ray, Marc Schoenauer, Eric Schulte, Karl Sims, Kenneth O. Stanley, François Taddei, Danesh Tarapore, Simon Thibault, Westley Weimer, Richard A. Watson, Jason Yosinski
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities. CoRR (2018)
Justyna Petke, Claire Le Goues, Stephanie Forrest, William B. Langdon
Genetic Improvement of Software (Dagstuhl Seminar 18052). Dagstuhl Reports 8 (1) (2018)
Drew Levin, Melanie E. Moses, Tatiana Paz Flanagan, Stephanie Forrest, Patrick D. Finley
Negative selection based anomaly detector for multimodal health data. SSCI (2017)
Claire Le Goues, Yuriy Brun, Stephanie Forrest, Westley Weimer
Clarifications on the Construction and Use of the ManyBugs Benchmark. IEEE Trans. Software Eng. 43 (11) (2017)
Benjamin Edwards, Alexander Furnas, Stephanie Forrest, Robert Axelrod
Strategic aspects of cyberattack, attribution, and blame. Proc. Natl. Acad. Sci. USA 114 (11) (2017)
ThanhVu Nguyen, Westley Weimer, Deepak Kapur, Stephanie Forrest
Connecting Program Synthesis and Reachability: Automatic Program Repair Using Test-Input Generation. TACAS (1) (2017)
John Ericksen, Melanie E. Moses, Stephanie Forrest
Automatically evolving a general controller for robot swarms. SSCI (2017)
George Stelle, Darko Stefanovic, Stephen L. Olivier, Stephanie Forrest
Cactus Environment Machine - Shared Environment Call-by-Need. TFP (2016)
Michele Co, Jack W. Davidson, Jason D. Hiser, John C. Knight, Anh Nguyen-Tuong, Westley Weimer, Jonathan Burket, Gregory L. Frazier, Tiffany M. Frazier, Bruno Dutertre, Ian A. Mason, Natarajan Shankar, Stephanie Forrest
Double Helix and RAVEN: A System for Cyber Fault Tolerance and Recovery. CISRC (2016)
Stephanie Forrest, Melanie Mitchell
Adaptive computation: the multidisciplinary legacy of John H. Holland. Commun. ACM 59 (8) (2016)
Benjamin Edwards, Steven A. Hofmeyr, Stephanie Forrest
Hype and heavy tails: A closer look at data breaches. J. Cybersecur. 2 (1) (2016)
Westley Weimer, Stephanie Forrest, Miryung Kim, Claire Le Goues, Patrick Hurley
Trusted Software Repair for System Resiliency. DSN Workshops (2016)
Benjamin Edwards, Steven A. Hofmeyr, Stephanie Forrest, Michel van Eeten
Analyzing and Modeling Longitudinal Security Data: Promise and Pitfalls. ACSAC (2015)
Claire Le Goues, Neal J. Holtschulte, Edward K. Smith, Yuriy Brun, Premkumar T. Devanbu, Stephanie Forrest, Westley Weimer
The ManyBugs and IntroClass Benchmarks for Automated Repair of C Programs. IEEE Trans. Software Eng. 41 (12) (2015)
Eric M. Schulte, Westley Weimer, Stephanie Forrest
Repairing COTS Router Firmware without Access to Source Code or Test Suites: A Case Study in Evolutionary Software Repair. GECCO (Companion) (2015)
Drew Levin, Joshua P. Hecker, Melanie E. Moses, Stephanie Forrest
Volatility and spatial distribution of resources determine ant foraging strategies. ECAL (2015)
Benjamin Edwards, Steven A. Hofmeyr, Stephanie Forrest
Hype and Heavy Tails: A Closer Look at Data Breaches. WEIS (2015)
ThanhVu Nguyen, Deepak Kapur, Westley Weimer, Stephanie Forrest
Using dynamic analysis to generate disjunctive invariants. ICSE (2014)
ThanhVu Nguyen, Deepak Kapur, Westley Weimer, Stephanie Forrest
DIG: A Dynamic Invariant Generator for Polynomial and Array Invariants. ACM Trans. Softw. Eng. Methodol. 23 (4) (2014)
Eric M. Schulte, Zachary P. Fry, Ethan Fast, Westley Weimer, Stephanie Forrest
Software mutational robustness. Genet. Program. Evolvable Mach. 15 (3) (2014)
Eric M. Schulte, Jonathan Dorn, Stephen Harding, Stephanie Forrest, Westley Weimer
Post-compiler software optimization for reducing energy. ASPLOS (2014)
George B. P. Bezerra, Dorian C. Arnold, Stephanie Forrest
Empirical and theoretical lower bounds on energy consumption for networks on chip. NoCArc@MICRO (2013)
Westley Weimer, Zachary P. Fry, Stephanie Forrest
Leveraging program equivalence for adaptive program repair: Models and first results. ASE (2013)
Michael M. Groat, Benjamin Edwards, James Horey, Wenbo He, Stephanie Forrest
Application and analysis of multidimensional negative surveys in participatory sensing applications. Pervasive Mob. Comput. 9 (3) (2013)
Claire Le Goues, Stephanie Forrest, Westley Weimer
Current challenges in automatic software repair. Softw. Qual. J. 21 (3) (2013)
Eric M. Schulte, Jonathan DiLorenzo, Westley Weimer, Stephanie Forrest
Automated repair of binary and assembly programs for cooperating embedded devices. ASPLOS (2013)
Claire Le Goues, Michael Dewey-Vogt, Stephanie Forrest, Westley Weimer
A systematic study of automated program repair: Fixing 55 out of 105 bugs for $8 each. ICSE (2012)
Eric M. Schulte, Zachary P. Fry, Ethan Fast, Stephanie Forrest, Westley Weimer
Software Mutational Robustness: Bridging The Gap Between Mutation Testing and Evolutionary Biology CoRR (2012)
Benjamin Edwards, Steven A. Hofmeyr, George Stelle, Stephanie Forrest
Internet Topology over Time CoRR (2012)
Claire Le Goues, Westley Weimer, Stephanie Forrest
Representations and operators for improving evolutionary software repair. GECCO (2012)
Claire Le Goues, ThanhVu Nguyen, Stephanie Forrest, Westley Weimer
GenProg: A Generic Method for Automatic Software Repair. IEEE Trans. Software Eng. 38 (1) (2012)
Steven A. Hofmeyr, Tyler Moore, Stephanie Forrest, Benjamin Edwards, George Stelle
Modeling Internet-Scale Policies for Cleaning up Malware CoRR (2012)
Benjamin Edwards, Tyler Moore, George Stelle, Steven A. Hofmeyr, Stephanie Forrest
Beyond the blacklist: modeling malware spread and the effect of interventions. NSPW (2012)
Benjamin Edwards, Tyler Moore, George Stelle, Steven A. Hofmeyr, Stephanie Forrest
Beyond the Blacklist: Modeling Malware Spread and the Effect of Interventions CoRR (2012)
ThanhVu Nguyen, Deepak Kapur, Westley Weimer, Stephanie Forrest
Using dynamic analysis to discover polynomial and array invariants. ICSE (2012)
Stephanie Forrest, Claire Le Goues
Evolutionary software repair. GECCO (Companion) (2012)
Michael M. Groat, Benjamin Edwards, James Horey, Wenbo He, Stephanie Forrest
Enhancing privacy in participatory sensing applications with multidimensional data. PerCom (2012)
James Horey, Stephanie Forrest, Michael M. Groat
Reconstructing Spatial Distributions from Anonymized Locations. ICDE Workshops (2012)
Steven A. Hofmeyr, Tyler Moore, Stephanie Forrest, Benjamin Edwards, George Stelle
Modeling Internet-Scale Policies for Cleaning up Malware. WEIS (2011)
Michael M. Groat, Wenbo He, Stephanie Forrest
KIPDA: k-indistinguishable privacy-preserving data aggregation in wireless sensor networks. INFOCOM (2011)
Soumya Banerjee, Drew Levin, Melanie E. Moses, Frederick T. Koster, Stephanie Forrest
The Value of Inflammatory Signals in Adaptive Immune Responses. ICARIS (2011)
Steven A. Hofmeyr, Tyler Moore, Stephanie Forrest, Benjamin Edwards, George Stelle
Modeling Internet-Scale Policies for Cleaning up Malware. WEIS (Springer Volume) (2011)
George B. P. Bezerra, Stephanie Forrest, Payman Zarkesh-Ha
Reducing energy and increasing performance with traffic optimization in many-core systems. SLIP (2011)
George B. P. Bezerra, Stephanie Forrest, Melanie Forrest, Al Davis, Payman Zarkesh-Ha
Modeling NoC traffic locality and energy consumption with rent's communication probability distribution. SLIP (2010)
Payman Zarkesh-Ha, George B. P. Bezerra, Stephanie Forrest, Melanie E. Moses
Hybrid network on chip (HNoC): local buses with a global mesh architecture. SLIP (2010)
Claire Le Goues, Stephanie Forrest, Westley Weimer
The case for software evolution. FoSER (2010)
Westley Weimer, Stephanie Forrest, Claire Le Goues, ThanhVu Nguyen
Automatic program repair with evolutionary computation. Commun. ACM 53 (5) (2010)
Eric M. Schulte, Stephanie Forrest, Westley Weimer
Automated program repair through the evolution of assembly code. ASE (2010)
Stephanie Forrest
The case for evolvable software. OOPSLA (2010)
Ethan Fast, Claire Le Goues, Stephanie Forrest, Westley Weimer
Designing better fitness functions for automated program repair. GECCO (2010)
Stephanie Forrest, ThanhVu Nguyen, Westley Weimer, Claire Le Goues
A genetic programming approach to automated software repair. GECCO (2009)
Westley Weimer, ThanhVu Nguyen, Claire Le Goues, Stephanie Forrest
Automatically finding patches using genetic programming. ICSE (2009)
Fernando Esponda, Stephanie Forrest, Paul Helman
Negative representations of information. Int. J. Inf. Sec. 8 (5) (2009)
Josh Karlin, Stephanie Forrest, Jennifer Rexford
Nation-State Routing: Censorship, Wiretapping, and BGP CoRR (2009)
ThanhVu Nguyen, Westley Weimer, Claire Le Goues, Stephanie Forrest
Using Execution Paths to Evolve Software Patches. ICST Workshops (2009)
Petter Holme, Josh Karlin, Stephanie Forrest
An integrated model of traffic, geography and economy in the Internet CoRR (2008)
Jedidiah R. Crandall, Roya Ensafi, Stephanie Forrest, Joshua Ladau, Bilal Shebaro
The ecology of Malware. NSPW (2008)
Petter Holme, Josh Karlin, Stephanie Forrest
An Integrated Model of Traffic, Geography and Economy in the Internet. Comput. Commun. Rev. 38 (3) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stephanie Forrest