State Of The Art In Anomaly Detection And Reaction
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State Of The Art In Anomaly Detection And Reaction An Update
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Author :
language : en
Publisher:
Release Date : 2000
State Of The Art In Anomaly Detection And Reaction An Update written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with categories.
This paper is a supplement to the author's May 1999 report, "State of the Art in Anomaly Detection and Reaction," (MP-99B000020). Although this supplement claims there are no major trends discernible since publication of the report, it should nevertheless have utility for anyone interested in the state of the art in anomaly detection and reaction as it is described in the 1999 report. There have been some noteworthy developments in the past year or so, including new commercial tools being released and new government research initiatives. The author first considers who the market leaders are and takes a look at mergers, acquisitions, and product transfers. He revisits commercial offerings and government research and development efforts. Based on these short reviews and other information gathered over the past year, he considers technical trends. This supplement is organized as follows: (1) Commercial Products: -- a look at the marketplace and a summary of commercial products based on an updated ADR Compendium; (2) Research and Development -- identification of some new initiatives; and (3) Technical Trends -- discussion of trends and commentary on what the state of affairs augurs for military sponsors. The appendix is a summary of COTS ADR products in table form that includes name of tool, type, release date, and vendor.
State Of The Art In Anomaly Detection And Reaction
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Author :
language : en
Publisher:
Release Date : 1999
State Of The Art In Anomaly Detection And Reaction written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with categories.
This paper presents a view of the state of the art in anomaly detection and reaction (ADR) technology. The paper develops the view from six sources: three prior reports (two national, one MITRE), a survey of commercially available software, a survey of government software, and a survey of government-funded research projects. ADR encompasses the automated capabilities that can detect or find anomalies in computer systems, report them in useful ways, remove discovered anomalies, and repair damage they may have caused. Included in this scope of interest are traditional intrusion detection and reaction tools. The broader scope of anomaly detection and reaction also includes vulnerability scanners, infraction scanners, and security compliance monitors. These tools protect not only against intruders but against errors and carelessness in administration and operation of end systems and network components. This synopsis draws on the following sources of information: (1) the National Info-Sec Technical Baseline report on intrusion detection and response; (2) the description of the state of the art in network-based intrusion detection systems in a report of Hill and Aguirre; (3) the report of the Intrusion Detection Subgroup of the National Security Telecommunications Advisory Committee on the implications of intrusion detection technology research and development on national security and emergency preparedness; (4) product descriptions of commercial off-the-shelf (COTS) and government off-the-shelf (GOTS) ADR systems; and (5) descriptions of current research in anomaly detection and reaction. Tables show intrusion detection tools by product type and architecture, provide commentary on issues in ADR, present the main thrust of numerous research efforts in ADR, and provide a condensation of the state of the art in ADR.
The State Of The Art In Intrusion Prevention And Detection
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Author : Al-Sakib Khan Pathan
language : en
Publisher: CRC Press
Release Date : 2014-01-29
The State Of The Art In Intrusion Prevention And Detection written by Al-Sakib Khan Pathan and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-29 with Computers categories.
The State of the Art in Intrusion Prevention and Detection analyzes the latest trends and issues surrounding intrusion detection systems in computer networks, especially in communications networks. Its broad scope of coverage includes wired, wireless, and mobile networks; next-generation converged networks; and intrusion in social networks.Presenti
Proceedings Of The Eighth International Network Conference Inc 2010
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Author : Steven Furnell
language : en
Publisher: Lulu.com
Release Date :
Proceedings Of The Eighth International Network Conference Inc 2010 written by Steven Furnell and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Applications Of Data Mining In Computer Security
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Author : Daniel Barbará
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Applications Of Data Mining In Computer Security written by Daniel Barbará and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.
Data mining is becoming a pervasive technology in activities as diverse as using historical data to predict the success of a marketing campaign, looking for patterns in financial transactions to discover illegal activities or analyzing genome sequences. From this perspective, it was just a matter of time for the discipline to reach the important area of computer security. Applications Of Data Mining In Computer Security presents a collection of research efforts on the use of data mining in computer security. Applications Of Data Mining In Computer Security concentrates heavily on the use of data mining in the area of intrusion detection. The reason for this is twofold. First, the volume of data dealing with both network and host activity is so large that it makes it an ideal candidate for using data mining techniques. Second, intrusion detection is an extremely critical activity. This book also addresses the application of data mining to computer forensics. This is a crucial area that seeks to address the needs of law enforcement in analyzing the digital evidence.
Workload Sensitive Timing Behavior Analysis For Fault Localization In Software Systems
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Author : Matthias Rohr
language : en
Publisher: BoD – Books on Demand
Release Date : 2015-02-09
Workload Sensitive Timing Behavior Analysis For Fault Localization In Software Systems written by Matthias Rohr and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-02-09 with Computers categories.
Software timing behavior measurements, such as response times, often show high statistical variance. This variance can make the analysis difficult or even threaten the applicability of statistical techniques. This thesis introduces a method for improving the analysis of software response time measurements that show high variance. Our approach can find relations between timing behavior variance and both trace shape information and workload intensity information. This relation is used to provide timing behavior measurements with virtually less variance. This can make timing behavior analysis more robust (e.g., improved confidence and precision) and faster (e.g., less simulation runs and shorter monitoring period). The thesis contributes TracSTA (Trace-Context-Sensitive Timing Behavior Analysis) and WiSTA (Workload-Intensity-Sensitive Timing Behavior Analysis). TracSTA uses trace shape information (i.e., the shape of the control flow corresponding to a software operation execution) and WiSTA uses workload intensity metrics (e.g., the number of concurrent software executions) to create context-specific timing behavior profiles. Both the applicability and effectiveness are evaluated in several case studies and field studies. The evaluation shows a strong relation between timing behavior and the metrics considered by TracSTA and WiSTA. Additionally, a fault localization approach for enterprise software systems is presented as application scenario. It uses the timing behavior data provided by TracSTA and WiSTA for anomaly detection.
Investigative Data Mining For Security And Criminal Detection
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Author : Jesus Mena
language : en
Publisher: Butterworth-Heinemann
Release Date : 2003
Investigative Data Mining For Security And Criminal Detection written by Jesus Mena and has been published by Butterworth-Heinemann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Business & Economics categories.
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Cyber Security Threats And Response Models In Nuclear Power Plants
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Author : Carol Smidts
language : en
Publisher: Springer Nature
Release Date : 2022-10-10
Cyber Security Threats And Response Models In Nuclear Power Plants written by Carol Smidts and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-10 with Computers categories.
This SpringerBrief presents a brief introduction to probabilistic risk assessment (PRA), followed by a discussion of abnormal event detection techniques in industrial control systems (ICS). It also provides an introduction to the use of game theory for the development of cyber-attack response models and a discussion on the experimental testbeds used for ICS cyber security research. The probabilistic risk assessment framework used by the nuclear industry provides a valid framework to understand the impacts of cyber-attacks in the physical world. An introduction to the PRA techniques such as fault trees, and event trees is provided along with a discussion on different levels of PRA and the application of PRA techniques in the context of cybersecurity. A discussion on machine learning based fault detection and diagnosis (FDD) methods and cyber-attack detection methods for industrial control systems are introduced in this book as well. A dynamic Bayesian networks based method that can be used to detect an abnormal event and classify it as either a component fault induced safety event or a cyber-attack is discussed. An introduction to the stochastic game formulation of the attacker-defender interaction in the context of cyber-attacks on industrial control systems to compute optimal response strategies is presented. Besides supporting cyber-attack response, the analysis based on the game model also supports the behavioral study of the defender and the attacker during a cyber-attack, and the results can then be used to analyze the risk to the system caused by a cyber-attack. A brief review of the current state of experimental testbeds used in ICS cybersecurity research and a comparison of the structures of various testbeds and the attack scenarios supported by those testbeds is included. A description of a testbed for nuclear power applications, followed by a discussion on the design of experiments that can be carried out on the testbed and the associated results is covered as well. This SpringerBrief is a useful resource tool for researchers working in the areas of cyber security for industrial control systems, energy systems and cyber physical systems. Advanced-level students that study these topics will also find this SpringerBrief useful as a study guide.
Computer Safety Reliability And Security
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Author : Floor Koornneef
language : en
Publisher: Springer
Release Date : 2015-09-15
Computer Safety Reliability And Security written by Floor Koornneef and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-09-15 with Computers categories.
This book constitutes the refereed proceedings of the 34th International Conference on Computer Safety, Reliability, and Security, SAFECOMP 2015, held in Delft, The Netherlands, in September 2014. The 32 revised full papers presented together with 3 invited talks were carefully reviewed and selected from 104 submissions. The papers are organized in topical sections on flight systems, automotive embedded systems, automotive software, error detection, medical safety cases, medical systems, architecture and testing, safety cases, security attacks, cyber security and integration, and programming and compiling.
Computer Safety Reliability And Security
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Author : Amund Skavhaug
language : en
Publisher: Springer
Release Date : 2016-09-06
Computer Safety Reliability And Security written by Amund Skavhaug and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-06 with Computers categories.
This book constitutes the refereed proceedings of the 35th International Conference on Computer Safety, Reliability, and Security, SAFECOMP 2016, held in Trondheim, Norway, in September 2016. The 24 revised full papers presented were carefully reviewed and selected from 71 submissions. The papers are organized in topical sections on fault injection, safety assurance, formal verification, automotive, anomaly detection and resilience, cyber security, fault trees, and safety analysis.