Search Results - "Kalita, J K"

Network Anomaly Detection: Methods, Systems and Tools by Bhuyan, Monowar H., Bhattacharyya, D. K., Kalita, J. K.

“…Network anomaly detection is an important and dynamic research area. Many network intrusion detection methods and systems (NIDS) have been proposed in the…”
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MIFS-ND: A mutual information-based feature selection method by Hoque, N., Bhattacharyya, D.K., Kalita, J.K.

“…•We propose a greedy feature selection method using mutual information theory.•The method uses feature–class and feature–feature mutual information.•We use…”
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Detecting Distributed Denial of Service Attacks: Methods, Tools and Future Directions by Bhuyan, Monowar H, Kashyap, H J, Bhattacharyya, D K, Kalita, J K

“…Distributed denial of service (DDoS) attack is a coordinated attack, generally performed on a massive scale on the availability of services of a target system…”
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Surveying Port Scans and Their Detection Methodologies by Bhuyan, Monowar H., Bhattacharyya, D.K., Kalita, J.K.

“…Scanning of ports on a computer occurs frequently on the Internet. An attacker performs port scans of Internet protocol addresses to find vulnerable hosts to…”
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A multi-step outlier-based anomaly detection approach to network-wide traffic by Bhuyan, Monowar H., Bhattacharyya, D.K., Kalita, J.K.

“…•We propose a multi-step outlier-based anomaly detection approach to network-wide traffic.•We propose a feature selection algorithm to select relevant…”
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Unmasking the common traits: an ensemble approach for effective malware detection by Borah, Parthajit, Sarmah, Upasana, Bhattacharyya, D. K., Kalita, J. K.

“…Malware detection has become a critical aspect of ensuring the security and integrity of computer systems. With the ever-evolving landscape of malicious…”
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Network attacks: Taxonomy, tools and systems by Hoque, N., Bhuyan, Monowar H., Baishya, R.C., Bhattacharyya, D.K., Kalita, J.K.

“…To prevent and defend networks from the occurrence of attacks, it is highly essential that we have a broad knowledge of existing tools and systems available in…”
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E‐LDAT: a lightweight system for DDoS flooding attack detection and IP traceback using extended entropy metric by Bhuyan, Monowar H., Bhattacharyya, D. K., Kalita, J. K.

“…Distributed denial‐of‐service (DDoS) attacks cause havoc by exploiting threats to Internet services. In this paper, we propose E‐LDAT, a lightweight…”
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BicBioEC: biclustering in biomarker identification for ESCC by Kakati, P., Bhattacharyya, D. K., Kalita, J. K.

“…Analysis of gene expression patterns enables identification of significant genes related to a specific disease. We analyze gene expression data for esophageal…”
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Detecting protein complexes based on a combination of topological and biological properties in protein-protein interaction network by Sharma, Pooja, Bhattacharyya, D.K., Kalita, J.K.

“…Protein complexes are known to play a major role in controlling cellular activity in a living being. Identifying complexes from raw protein protein…”
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A Fuzzy Mutual Information-based Feature Selection Method for Classification by Hoque, N., Ahmed, H.A., Bhattacharyya, D.K., Kalita, J.K.

“…In this paper, we present a feature selection method called Fuzzy Mutual Information-based Feature Selection with Non-Dominated solution (FMIFS-ND) using a…”
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An empirical evaluation of information metrics for low-rate and high-rate DDoS attack detection by Bhuyan, Monowar H., Bhattacharyya, D.K., Kalita, J.K.

“…•Most common information metrics used in detecting DDoS attacks are discussed.•Empirical evaluation of information metrics for detecting DDoS attack is…”
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An effective graph-based clustering technique to identify coherent patterns from gene expression data by Priyadarshini, G, Sarmah, R, Chakraborty, B, Bhattacharyya, D K, Kalita, J K

“…This paper presents an effective parameter-less graph based clustering technique (GCEPD). GCEPD produces highly coherent clusters in terms of various cluster…”
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XSSD: A Cross-site Scripting Attack Dataset and its Evaluation by Sarmah, Upasana, Bhattacharyya, D. K., Kalita, J. K.

“…Cross-site Scripting (abbreviated as XSS) attacks are application level code injection attacks where a malicious user injects malicious scripts into the…”
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A survey of detection methods for XSS attacks by Sarmah, Upasana, Bhattacharyya, D.K., Kalita, J.K.

“…Cross-site scripting attack (abbreviated as XSS) is an unremitting problem for the Web applications since the early 2000s. It is a code injection attack on the…”
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Malware Dataset Generation and Evaluation by Borah, Parthajit, Bhattacharyya, DK, Kalita, JK

“…With the rapid growth of technology and IT-enabled services, the potential damage caused by malware is increasing rapidly. A large number of detection methods…”
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A Survey of Outlier Detection Methods in Network Anomaly Identification by Gogoi, P., Bhattacharyya, D. K., Borah, B., Kalita, J. K.

“…The detection of outliers has gained considerable interest in data mining with the realization that outliers can be the key discovery to be made from very…”
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Low-Rate and High-Rate Distributed DoS Attack Detection Using Partial Rank Correlation by Bhuyan, M. H., Kalwar, A., Goswami, A., Bhattacharyya, D. K., Kalita, J. K.

“…Distributed Denial of Service (DDoS) attacks pose a serious threat to efficient and uninterrupted Internet services. During Distributed Denial of Service…”
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MLH-IDS: A Multi-Level Hybrid Intrusion Detection Method by Gogoi, Prasanta, Bhattacharyya, D K, Borah, B, Kalita, Jugal K

“…With the growth of networked computers and associated applications, intrusion detection has become essential to keeping networks secure. A number of intrusion…”
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E-LDAT: a lightweight system for DDoS flooding attack detection and IP traceback using extended entropy metric: DDoS flooding attack detection and IP traceback by Bhuyan, Monowar H., Bhattacharyya, D. K., Kalita, J. K.

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