Stephanie Forrest | Academic Influence

Why Is Stephanie Forrest Influential?

According to Wikipedia, Stephanie Forrest is an American computer scientist and director of the Biodesign Center for Biocomputing, Security and Society at the Biodesign Institute at Arizona State University. She was previously Distinguished Professor of Computer Science at the University of New Mexico in Albuquerque. She is best known for her work in adaptive systems, including genetic algorithms, computational immunology, biological modeling, automated software repair, and computer security.

Stephanie Forrest's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Papers

A sense of self for Unix processes (2048)
Self-nonself discrimination in a computer (1856)
Intrusion Detection Using Sequences of System Calls (1386)
Detecting intrusions using system calls: alternative data models (1232)
Computer immunology (1008)
Architecture for an Artificial Immune System (915)
Genetic algorithms: principles of natural selection applied to computation. (855)
Fitness Distance Correlation as a Measure of Problem Difficulty for Genetic Algorithms (773)
Email networks and the spread of computer viruses. (756)
GenProg: A Generic Method for Automatic Software Repair (743)
The royal road for genetic algorithms: Fitness landscapes and GA performance (581)
Building diverse computer systems (569)
A systematic study of automated program repair: Fixing 55 out of 105 bugs for $8 each (515)
Automatically finding patches using genetic programming (477)
Relative Building-Block Fitness and the Building Block Hypothesis (462)
An immunological approach to change detection: algorithms, analysis and implications (431)
When will a Genetic Algorithm Outperform Hill Climbing (413)
Immunity by design: an artificial immune system (378)
Variable efficacy of repeated annual influenza vaccination. (337)
Principles of a computer immune system (331)
Searching for Diverse, Cooperative Populations with Genetic Algorithms (310)
Novelty detection in time series data using ideas from immunology (306)
An immunological model of distributed detection and its application to computer security (303)
Using Genetic Algorithms to Explore Pattern Recognition in the Immune System (287)
Automated response using system-call delays (285)
Emergent computation: self-organizing, collective, and cooperative phenomena in natural and artificial computing networks (279)
Technological Networks and the Spread of Computer Viruses (266)
Leveraging program equivalence for adaptive program repair: Models and first results (224)
Proceedings of the 5th International Conference on Genetic Algorithms (215)
A genetic programming approach to automated software repair (215)
A formal framework for positive and negative detection schemes (213)
The ManyBugs and IntroClass Benchmarks for Automated Repair of C Programs (200)
Randomized instruction set emulation (186)
Pretty Good BGP: Improving BGP by Cautiously Adopting Routes (186)
Automatic program repair with evolutionary computation (180)
Current challenges in automatic software repair (173)
Genetic algorithms and artificial life (170)
Artificial immune systems in industrial applications (169)
Coverage and Generalization in an Artificial Immune System (162)
What Is a Learning Classifier System? (139)
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities (136)
Hype and Heavy Tails: A Closer Look at Data Breaches (135)
The Evolution of System-Call Monitoring (128)
Immunology as Information Processing (117)
KIPDA: k-indistinguishable privacy-preserving data aggregation in wireless sensor networks (114)
A stochastic model of cytotoxic T cell responses. (110)
The Evolution of Emergent Organization in Immune System Gene Libraries (109)
What makes a problem hard for a genetic algorithm? Some anomalous results and their explanation (108)
Modeling Somatic Evolution in Tumorigenesis (104)
Revisiting LISYS: parameters and normal behavior (103)
Learning DFA representations of HTTP for protecting web applications (102)
Parallel Problem Solving from Nature - PPSN XII (101)
Adaptive radio: achieving consensus using negative preferences (100)
Simulating the Hallmarks of Cancer (99)
Genetic algorithms, operators, and DNA fragment assembly (96)
Genetic Algorithms and the Immune System (96)
Modeling Complex Adaptive Systems with Echo (95)
Post-compiler software optimization for reducing energy (92)
Operating system stability and security through process homeostasis (91)
Genetic Algorithms and Artificial Life (85)
Cancer prevention strategies that address the evolutionary dynamics of neoplastic cells: simulating benign cell boosters and selection for chemosensitivity. (81)
Population Diversity in an Immune System Model: Implications for Genetic Search (81)
Software mutational robustness (81)
The ecology of echo (80)
Finite Markov Chain Analysis of Genetic Algorithms with Niching (79)
Autonomous security for autonomous systems (79)
Anonymous Data Collection in Sensor Networks (78)
Deriving shape space parameters from immunological data. (76)
The Baldwin effect in the immune system: learning by somatic hypermutation (74)
Genetic algorithms (73)
Automated program repair through the evolution of assembly code (72)
Information Immune Systems (72)
Representations and operators for improving evolutionary software repair (71)
Protecting data privacy through hard-to-reverse negative databases (71)
Using dynamic analysis to discover polynomial and array invariants (69)
Designing better fitness functions for automated program repair (68)
Enhancing privacy in participatory sensing applications with multidimensional data (68)
Higher Level of Replication Efficiency of 2009 (H1N1) Pandemic Influenza Virus than Those of Seasonal and Avian Strains: Kinetics from Epithelial Cell Culture and Computational Modeling (66)
Reconstructing gene networks from large scale gene expression data (66)
A Machine Learning Evaluation of an Artificial Immune System (63)
Negative representations of information (62)
Tool Breakage Detection in Milling Operations using a Negative-Selection Algorithm (60)
Real-Time Process Management for Materials Composition in Chemical Manufacturing (55)
Automated repair of binary and assembly programs for cooperating embedded devices (54)
Enhancing Privacy through Negative Representations of Data (52)
A History and Survey of Network Firewalls (51)
An Anomaly Entection Algorithm Inspired by the Immune Syste (49)
Online Negative Databases (49)
Genetic Algorithms for DNA Sequence Assembly (49)
Nation-State Routing: Censorship, Wiretapping, and BGP (46)
Parallelism and programming in classifier systems (46)
How the immune system generates diversity: pathogen space coverage with random and evolved antibody libraries (46)
Evolution and somatic learning in V-region genes. (45)
The Ecology of Echo (44)
Modeling Intercellular Interactions in Early Mycobacterium Infection (43)
Anomaly intrusion detection in dynamic execution environments (40)
Implementing Semantic Network Structures Using the Classifier System (40)
On-line Negative Databases (40)
The Performance of Genetic Algorithms on Walsh Polynomials: Some Anomalous Results and Their Explanation (40)
Antibody repertoires and pathogen recognition: the role of germline diversity and somatic hypermutation (39)
Simulated evolution of antibody gene libraries under pathogen selection (38)
Emergent behavior in classifier systems (37)
An integrated model of traffic, geography and economy in the internet (37)
Modeling Influenza Viral Dynamics in Tissue (35)
Computation in the Wild (35)
Engineering an Immune System (35)
Exploring the Relationship between Neutral and Selective Mutations in Cancer (34)
Strategic aspects of cyberattack, attribution, and blame (34)
Automated Response Using System-Call Delay (33)
Using lazy evaluation to simulate realistic-size repertoires in models of the immune system (33)
Use of a Genetic Algorithm to Analyze Robust Stability Problems (30)
Engineering an Immune System 1 (29)
Using dynamic analysis to generate disjunctive invariants (29)
Stochastic stage-structured modeling of the adaptive immune system (29)
Modeling NoC traffic locality and energy consumption with rent's communication probability distribution (28)
On the prediction of Java object lifetimes (28)
The effects of thymic selection on the range of T cell cross‐reactivity (27)
Genetic Algorithms and Heuristic Search (26)
CHAPTER THIRTY-FOUR – Stochastic Optimization Tools for Genomic Sequence Assembly (26)
A spatial model of the efficiency of T cell search in the influenza-infected lung. (25)
A Relational Algebra for Negative Databases (25)
Repairing COTS Router Firmware without Access to Source Code or Test Suites: A Case Study in Evolutionary Software Repair (25)
Using Execution Paths to Evolve Software Patches (25)
DIG: A Dynamic Invariant Generator for Polynomial and Array Invariants (24)
An Introduction to SFI Echo (24)
Hybrid network on chip (HNoC): local buses with a global mesh architecture (24)
The Crossover Closure and Partial Match Detection (22)
Modeling Internet-Scale Policies for Cleaning up Malware (21)
Modeling intercellular interactions in the peripheral immune system (21)
Internet Topology over Time (21)
Reconstructing Spatial Distributions from Anonymized Locations (21)
The ecology of Malware (20)
Practical lessons for involving the community in crime and disorder problem-solving (20)
The Evolution of Secondary Organization in Immune System Gene Libraries (20)
A Distributed Approach to Anomaly Detection (19)
Liquid brains, solid brains (19)
A Change-Detection Algorithm Inspired by the Immune System (19)
Generating biomorphs with an aesthetic immune system (18)
The Value of Inflammatory Signals in Adaptive Immune Responses (18)
Double Helix and RAVEN: A System for Cyber Fault Tolerance and Recovery (17)
Beyond the blacklist: modeling malware spread and the effect of interventions (17)
Moving Target Defenses in the Helix Self-Regenerative Architecture (17)
Genetic Algorithms and Artiicial Life (17)
A study of parallelism in the classifier system and its application to classification in kl-one semantic networks (artificial intelligence, fine-grained) (16)
The Dynamical Behavior of Classifier Systems (15)
Application and analysis of multidimensional negative surveys in participatory sensing applications (15)
Modeling the effects of updating the influenza vaccine on the efficacy of repeated vaccination (15)
Protecting Data Privacy Through Hard-to-Reverse Negative Databases (14)
Neutrality and epistasis in program space (14)
Detector coverage under the r-contiguous bits matching rule (14)
John Holland’s Invisible Hand: An Artificial Immune System (14)
Scaling theory for information networks (14)
Connecting Program Synthesis and Reachability: Automatic Program Repair Using Test-Input Generation (13)
Distributed Adaptive Search in T Cells: Lessons From Ants (13)
Immunizing Computer Networks : Getting All the Machines in Your Network to Fight the Hacker Disease (12)
Adaptive computation (12)
Radial structure of the Internet (12)
Computation and the immune system (12)
Homeostasis of peripheral immune effectors (11)
Anomaly detection in dynamic execution environments (11)
An immunological approach to change detection: algorithms, analysis and implications (11)
Object Lifetime Prediction in Java (10)
A biological perspective on evolutionary computation (10)
Modelling the impact of antigen kinetics on T‐cell activation and response (10)
Preventing extreme polarization of political attitudes (10)
Energy and time determine scaling in biological and computer designs (10)
How does mobility help distributed systems compute? (10)
Analyzing and Modeling Longitudinal Security Data: Promise and Pitfalls (9)
Automatically Exploring Tradeoffs Between Software Output Fidelity and Energy Costs (9)
Modeling the effects of prior infection on vaccine efficacy (9)
Deriving Shape Space Parameters from Immunological Data for a Model of Cross-Reactive Memory (8)
The case for software evolution (8)
Using genetic algorithms for controller design - Simultaneous stabilization and eigenvalue placement in a region (8)
Learning and programming in classifier systems (8)
Concepts, methods, and languages for building timely intelligent systems (8)
The Classifier System: A Computational Model that Supports Machine Intelligence (8)
Architecture for an Arti cial Immune System (7)
Automatically evolving a general controller for robot swarms (7)
A dual assortative measure of community structure (7)
Volatility and spatial distribution of resources determine ant foraging strategies (7)
Energy consumption in networks on chip: efficiency and scaling (7)
Forum: How Complexity Helps to Shape Alloimmunity (6)
Borders and gateways: measuring and analyzing national as chokepoints (6)
Proceedings of the Fifth International Conference on Genetic Algorithms : University of Illinois at Urbana-Champaign, July 17-21, 1993 (6)
Computer immunology (6)
Trusted Software Repair for System Resiliency (6)
Clarifications on the Construction and Use of the ManyBugs Benchmark (5)
Negative Ternary Set-Sharing (5)
Understanding Automatically-Generated Patches Through Symbolic Invariant Differences (5)
Risky Business: Assessing Security with External Measurements (5)
Lightweight Intrusion Detection for Networked Operating Systems (5)
Software Mutational Robustness: Bridging The Gap Between Mutation Testing and Evolutionary Biology (5)
Modeling the effects of prior infection on vaccine efficacy (5)
Adaptive Computation : The Multidisciplinary Legacy of (5)
Automated methods for creating diversity in computer systems (5)
GEVO: GPU Code Optimization using Evolutionary Computation (4)
Phosphorylations of Serines 21/9 in Glycogen Synthase Kinase 3α/β Are Not Required for Cell Lineage Commitment or WNT Signaling in the Normal Mouse Intestine (4)
Fundamental Concepts of Evolutionary Computation (4)
Protecting BGP from Invalid Paths (4)
The Evolution of Cooperation in Immune System Gene Libraries (4)
Biting the bullet: Gun crime in Greater Nottingham (4)
Learning and Programming in Classifier Systems (4)
Post-compiler software optimization for reducing energy (4)
The Challenges of Sensing and Repairing Software Defects in Autonomous Systems (3)
Increasing Communications Security through Protocol Parameter Diversity ∗ (3)
Reducing energy and increasing performance with traffic optimization in many-core systems (3)
Modeling the cytotoxic t cell response (3)
Genetic Improvement of GPU Code (3)
Analysis of Results (2)
Revisiting LISYS : Parameters and Normal (2)
Wastewater Monitoring Raises Privacy and Ethical Considerations (2)
Defeating Denial-of-Service Attacks in a Self-Managing N-Variant System (2)
4 – Classifier Systems (2)
Modeling the role of neutral and selective mutations in cancer (2)
Implications of Security Enhancements and Interventions for Core Internet Infrastructure (2)
Efficient representations for set-sharing analysis (2)
The evolution of cooperation in immune system libraries (2)
ective Feedback in the Immune System y (2)
Beyond Biology (2)
Negative selection based anomaly detector for multimodal health data (2)
Analogies with immunology represent an important step toward the vision of robust, distributed protection for computers. (2)
Genetic Algorithms, Operators, and DNA Fragment Assembly (2)
Cactus Environment Machine - Shared Environment Call-by-Need (2)
Applying Automated Program Repair to Dataflow Programming Languages (2)
Evolutionary software repair (2)
Uncovering Performance Opportunities by Relaxing Program Semantics of GPGPU Kernels (2)
GEVO-ML: a proposal for optimizing ML code with evolutionary computation (1)
Genetic algorithms for affine transformations to existential t-restrictions (1)
Proceedings of the ninth annual international conference of the Center for Nonlinear Studies on Self-organizing, Collective, and Cooperative Phenomena in Natural and Artificial Computing Networks on Emergent computation (1)
Emergent behaviors of classifier systems (1)
MIMOSA: Reducing Malware Analysis Overhead with Coverings (1)
Cooperative, Trusted Software Repair for Cyber Physical System Resiliency (1)
Exploring the Relationship between Neutral andSele tive Mutations in Can erC (1)
The Complex Science of Cyber-Defense (1)
Simulating the Hallmarks of Cancer Robert G. Abbott (1)
Evolutionary Computation for Improving Malware Analysis (1)
The case for evolvable software (1)
Two Efficient Representations for Set-Sharing Analysis in Logic Programs (1)
Submission to Department of Education Review of the National Curriculum (1)
Review of The Computational Beauty of Nature by Gary William Flake (1)
Automated repair of binary and assembly programs for cooperating embedded devices (1)
Genetic Improvement of Software (Dagstuhl Seminar 18052) (1)
Trusted and Resilient Mission Operations (0)
Distributed internet security and measurement (0)
The biology of software (0)
Design Principles for the Im-mune System and Other Distributed Autonomous Systems (0)
Classifier System Implementation of KL-ONE (0)
Automatically Reducing Energy Consumption of Software (0)
Natural Immune Systems Protect Animals (0)
Genetic Algorithms for Finding Polynomial Orderings (0)
Confronting Domain Shift in Trained Neural Networks. (0)
GeneticAlgorithms: Principles of NaturalSelection Appliedto Co putation (0)
Spatially distributed infection increases viral load in a computational model of SARS-CoV-2 lung infection (0)
Generic and Automated Runtime Program Repair (0)
Leveraging positive and negative representations of information (0)
Automated Diversity in Computer Systems (0)
Author ' s personal copy Autonomous security for autonomous systems (0)
Challenges in cybersecurity: Lessons from biological defense systems (0)
Cutting Through the Noise to Infer Autonomous System Topology (0)
Modeling Interventions in Complex Networks ASIM: An Agent-based Integrated Model for Complex Networks (0)
Neutral Networks Enable Distributed Search in Evolution (0)
Biologically inspired approaches for biosurveillance anomaly detection and data fusion. (0)
SIGEVO plenary lecture in memory of John Holland: the biology of software (0)
A Macro-scale Comparison Algorithm for Analysis of TCR Repertoire Completeness (0)
GEVO (0)
Modeling the effects of annual influenza vaccination (0)
Helix Project Test Bed: Towards the Self-Regenerative Incorruptible Enterprise (0)
Mutational Robustness and Automatic Program Repair (0)
MARTINI: Memory Access Traces to Detect Attacks (0)
Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part II (0)
Benign Cell Boosters: Exploring Novel Cancer Therapies Through Simulation (0)
Report from Dagstuhl Seminar 18052 Genetic Improvement of Software (0)
The Baldwin E ect in the Immune System : Learning by Somatic HypermutationRon HightowerDept (0)
MA-ABC: a memetic algorithm optimizing attractiveness, balance, and cost for capacitated Arc routing problems (0)
Computational Immunology for the Defense of Large Scale Systems (0)
Energy conserving privacy enhancing algorithms for resource-constrained devices (0)
COMPUTATION IN THE WILD : MOVING BEYOND THE METAPHOR (0)
The Triton Branch Predictor (0)
Empirical and theoretical lower bounds on energy consumption for networks on chip (0)
Proceedings of the 5th International Conference on Genetic Algorithms, Urbana-Champaign, IL, USA, June 1993 (0)
A spatial model of the ef fi ciency of T cell search in the in fl uenza-infected lung (0)
Personality in politics [Book Review] (0)
Multiplicative Weights Algorithms for Parallel Automated Software Repair (0)
The father of history [Book Review] (0)
Crossing the line (0)
The case for evolvable software (0)
Amicus Curiae Participation in Investment Arbitration (0)
The rubbish history textbooks?: Of the national curriculum (0)
The Christian realisation of liberty [Book Review] (0)
From NAFTA to USMCA: Changes to the Rules of Origin in Chapter 4 and Potential Impact on the Auto Industry (0)
The end of history (0)
The fall of literature (0)
When in Rome (0)
Scrap the national curriculum (0)
MARTINI (0)

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Computer Science