Mitigating Spam Using Network Level Features
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Mitigating Spam Using Network Level Features
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Author : Anirudh Vadakkedath Ramachandran
language : en
Publisher:
Release Date : 2011
Mitigating Spam Using Network Level Features written by Anirudh Vadakkedath Ramachandran and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Algorithms categories.
Spam is an increasing menace in email: 90% of email is spam, and over 90% of spam is sent by botnets---networks of compromised computers under the control of miscreants. In this dissertation, we introduce email spam filtering using network-level features of spammers. Network-level features are based on lightweight measurements that can be made in the network, often without processing or storing a message. These features stay relevant for longer periods, are harder for criminals to alter at will (e.g., a bot cannot act independently of other bots in the botnet), and afford the unique opportunity to observe the coordinated behavior of spammers.
Network Level Characteristics Of Spamming
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Author : Marios Kokkodis
language : en
Publisher:
Release Date : 2010
Network Level Characteristics Of Spamming written by Marios Kokkodis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Electronic mail messages categories.
Anti Spam Techniques Based On Artificial Immune System
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Author : Ying Tan
language : en
Publisher: CRC Press
Release Date : 2016-01-05
Anti Spam Techniques Based On Artificial Immune System written by Ying Tan and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-01-05 with Computers categories.
Email has become an indispensable communication tool in daily life. However, high volumes of spam waste resources, interfere with productivity, and present severe threats to computer system security and personal privacy. This book introduces research on anti-spam techniques based on the artificial immune system (AIS) to identify and filter spam. It
Network And System Security
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Author : Li Xu
language : en
Publisher: Springer
Release Date : 2012-11-19
Network And System Security written by Li Xu and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-11-19 with Computers categories.
This book constitutes the refereed proceedings of the 6th International Conference on Network and System Security, NSS 2012, held in Wuyishan, Fujian, China, in November 2012. The 39 revised full papers presented were carefully reviewed and selected from 173 submissions. The papers cover the following topics: network security, system security, public key cryptography, privacy, authentication, security analysis, and access control.
Detection Of Intrusions And Malware And Vulnerability Assessment
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Author : Konrad Rieck
language : en
Publisher: Springer
Release Date : 2013-07-13
Detection Of Intrusions And Malware And Vulnerability Assessment written by Konrad Rieck and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-07-13 with Computers categories.
This book constitutes the refereed proceedings of the 10th International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment, DIMVA 2013, held in Berlin, Germany, in July 2013. The 9 revised full papers presented together with 3 short papers were carefully reviewed and selected from 38 submissions. The papers are organized in topical sections on malware; network security, Web security; attacks and defenses; and host security.
Mitigating Spam Using Spatio Temporal Reputation
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Author :
language : en
Publisher:
Release Date : 2010
Mitigating Spam Using Spatio Temporal Reputation written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with categories.
In this paper we present Preventive Spatio-Temporal Aggregation (PRESTA), a reputation model that combines spatial and temporal features to produce values that are behavior predictive and useful in partial-knowledge situations. To evaluate its effectiveness, we applied PRESTA in the domain of spam detection. Studying the temporal properties of IP blacklists, we found that 25% of IP addresses once listed on a blacklist were re-listed within 10 days. Further, during our evaluation period over 45% of IPs de-listed were re-listed. By using the IP address assignment hierarchy to define spatial groupings and leveraging these temporal statistics, PRESTA produces reputation values that correctly classify up to 50% of spam email not identified by blacklists alone, while maintaining low false-positive rates. When used in conjunction with blacklists, an average of 93% of spam emails are identified, and we find the system is consistent in maintaining this blockage rate even during periods of decreased blacklist performance. PRESTA spam filtering can be employed as an intermediate filter (perhaps in-network) prior to context-based analysis. Further, our spam detection system is scalable; computation can occur in near real-time and over 500,000 emails can be scored an hour.
Artificial Intelligence In Hci
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Author : Helmut Degen
language : en
Publisher: Springer Nature
Release Date : 2022-05-14
Artificial Intelligence In Hci written by Helmut Degen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-14 with Computers categories.
This book constitutes the refereed proceedings of the Third International Conference on Artificial Intelligence in HCI, AI-HCI 2022, which was held as part of HCI International 2022 and took place virtually during June 26 – July 1, 2022. A total of 1271 papers and 275 posters included in the 39 HCII 2022 proceedings volumes. AI-HCI 2022 includes a total of 39 papers; they are grouped thematically as follows: Human-Centered AI; Explainable and Trustworthy AI; UX Design and Evaluation of AI-Enabled Systems; AI Applications in HCI.
Key Digital Trends In Artificial Intelligence And Robotics
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Author : Luigi Troiano
language : en
Publisher: Springer Nature
Release Date : 2023-04-16
Key Digital Trends In Artificial Intelligence And Robotics written by Luigi Troiano and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-16 with Technology & Engineering categories.
The book (proceedings of the 4th International Conference on Deep Learning, Artificial Intelligence and Robotics (ICDLAIR) 2022) introduces key topics from artificial intelligence algorithms and programming organisations and explains how they contribute to health care, manufacturing, law, finance, retail, real estate, accountancy, digital marketing, and various other fields. Although artificial intelligence (AI) has generated a lot of hype over the past ten years, these consequences on how we live, work, and play are still in their infancy and will likely have a significant impact in the future. The supremacy of AI in areas like speech and picture recognition, navigational apps, personal assistants for smartphones, ride-sharing apps, and many other areas is already well established. The book is primarily meant for academics, researchers, and engineers who want to employ AI applications to address real-world issues. The authors hope that businesses and technology creators will also find it appealing to utilise in industry.
Detection Of Intrusions And Malware And Vulnerability Assessment
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Author : Ulrich Flegel
language : en
Publisher: Springer
Release Date : 2009-06-29
Detection Of Intrusions And Malware And Vulnerability Assessment written by Ulrich Flegel and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-06-29 with Computers categories.
This book constitutes the refereed proceedings of the 6th International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment, DIMVA 2009, held in Milan, Italy, in July 2009. The 10 revised full papers presented together with three extended abstracts were carefully selected from 44 initial submissions. The papers are organized in topical sections on malware and SPAM, emulation-based detection, software diversity, harnessing context, and anomaly detection.
Managing The Dynamics Of Networks And Services
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Author : Isabelle Chrisment
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-06-14
Managing The Dynamics Of Networks And Services written by Isabelle Chrisment 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 2011-06-14 with Computers categories.
This book constitutes the refereed proceedings of the 5th International Conference on Autonomous Infrastructure, Management and Security, AIMS 2011, held in Nancy, France, in June 2011. The 11 revised full papers presented together 11 papers of the AIMS PhD workshops were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on security management, autonomic network and service management (PhD workshop), policy management, P2P and aggregation schemes, and monitoring and security (PhD workshop).