Nir Nissim

2.4k citations

51 papers · 1.5k · 1 hit paper · h-index 25

Impact in

Signal Processing top 0.5%
- Advanced Malware Detection Techniques
Computer Networks and Communications top 1%
- Network Security and Intrusion Detection

Papers in

Signal Processing 42
- Advanced Malware Detection Techniques 36
- Time Series Analysis and Forecasting 4
Computer Networks and Communications 30
- Network Security and Intrusion Detection 30

Co-authors: Yuval Elovici (27 shared papers)Aviad Cohen (22 shared papers)Lior Rokach (8 shared papers)Robert Moskovitch (11 shared papers)Clint Feher (2 shared papers)Yuval Shaḥar (4 shared papers)Chanan Glezer (1 shared paper)Denis Klimov (1 shared paper)
Journals: Computers & Security (6 papers)IEEE Access (5 papers)Expert Systems with Applications (5 papers)Knowledge-Based Systems (4 papers)Neural Networks (4 papers)
Partner nations: Israel United States United Kingdom

In The Last Decade

Nir Nissim

48 papers receiving 1.5k citations

Nir Nissim's Hit Papers

align trajectories log scale

Dynamic Malware Analysis in the Modern Era—A State of the Art Survey 2019 · 208 citations

Peers

Countries citing papers authored by Nir Nissim

Since Specialization

Citations

This map shows the geographic impact of Nir Nissim's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Nir Nissim with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Nir Nissim more than expected).

Fields of papers citing papers by Nir Nissim

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Nir Nissim. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Nir Nissim. The network helps show where Nir Nissim may publish in the future.

Co-authors

The 25 scholars most cited alongside Nir Nissim, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Nir Nissim Line = papers co-authored together Nir Nissim links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 51 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Dynamic Malware Analysis in the Modern Era—A State of the Art Survey ACM Computing Surveys ·Ori Or-Meir, Nir Nissim, Yuval Elovici, Lior Rokach Hit paper breakdown →	2019	208
2	Trusted detection of ransomware in a private cloud using machine learning methods leveraging meta-features from volatile memory Expert Systems with Applications ·Aviad Cohen, Nir Nissim	2018	92
3	Novel active learning methods for enhanced PC malware detection in windows OS Expert Systems with Applications ·Nir Nissim, Robert Moskovitch, Lior Rokach, Yuval Elovici	2014	83
4	Unknown malcode detection via text categorization and the imbalance problem Robert Moskovitch, Dima Stopel, Clint Feher, Nir Nissim, Yuval Elovici	2008	77
5	ALDOCX: Detection of Unknown Malicious Microsoft Office Documents Using Designated Active Learning Methods Based on New Structural Feature Extraction Methodology IEEE Transactions on Information Forensics and Security ·Nir Nissim, Aviad Cohen, Yuval Elovici	2016	66
6	Detection of malicious PDF files and directions for enhancements: A state-of-the art survey Computers & Security ·Nir Nissim, Aviad Cohen, Chanan Glezer, Yuval Elovici	2014	63
7	USB-based attacks Computers & Security ·Nir Nissim, Ran Yahalom, Yuval Elovici	2017	54
8	SFEM: Structural feature extraction methodology for the detection of malicious office documents using machine learning methods Expert Systems with Applications ·Aviad Cohen, Nir Nissim, Lior Rokach, Yuval Elovici	2016	54
9	Detecting unknown computer worm activity via support vector machines and active learning Pattern Analysis and Applications ·Nir Nissim, Robert Moskovitch, Lior Rokach, Yuval Elovici	2012	52
10	Unknown malcode detection and the imbalance problem Robert Moskovitch, Dima Stopel, Clint Feher, Nir Nissim, Nathalie Japkowicz, Yuval Elovici	2009	45
11	Trusted system-calls analysis methodology aimed at detection of compromised virtual machines using sequential mining Knowledge-Based Systems ·Nir Nissim, Yuval Lapidot, Aviad Cohen, Yuval Elovici	2018	44
12	Deep feature transfer learning for trusted and automated malware signature generation in private cloud environments Neural Networks ·Daniel Nahmias, Aviad Cohen, Nir Nissim, Yuval Elovici	2020	39
13	Leveraging malicious behavior traces from volatile memory using machine learning methods for trusted unknown malware detection in Linux cloud environments Knowledge-Based Systems ·Tomer Panker, Nir Nissim	2021	37
14	Temporal Probabilistic Profiles for Sepsis Prediction in the ICU Eitam Sheetrit, Nir Nissim, Denis Klimov, Yuval Shaḥar	2019	34
15	The infinite race between steganography and steganalysis in images Signal Processing ·Trivikram Muralidharan, Aviad Cohen, A.S. Cohen, Nir Nissim	2022	34
16	ALDROID: efficient update of Android anti-virus software using designated active learning methods Knowledge and Information Systems ·Nir Nissim, Robert Moskovitch, Oren BarAd, Lior Rokach, Yuval Elovici	2016	30
17	ALPD: Active Learning Framework for Enhancing the Detection of Malicious PDF Files Nir Nissim, Aviad Cohen, Robert Moskovitch, Assaf Shabtai, Mattan Edry, Oren BarAd, Yuval Elovici	2014	29
18	Deep-Hook: A trusted deep learning-based framework for unknown malware detection and classification in Linux cloud environments Neural Networks ·Tom Landman, Nir Nissim	2021	29
19	Keeping pace with the creation of new malicious PDF files using an active-learning based detection framework Nir Nissim, Aviad Cohen, Robert Moskovitch, Asaf Shabtai, Matan Edri, Oren BarAd, Yuval Elovici	2016	29
20	Novel set of general descriptive features for enhanced detection of malicious emails using machine learning methods Expert Systems with Applications ·Aviad Cohen, Nir Nissim, Yuval Elovici	2018	27

About Nir Nissim

Nir Nissim is a scholar working on Signal Processing, Computer Networks and Communications, Information Systems, Artificial Intelligence and Computer Vision and Pattern Recognition, having authored 51 papers that have together received 1.5k indexed citations. Recurring topics across this work include Advanced Malware Detection Techniques (36 papers), Network Security and Intrusion Detection (30 papers), Spam and Phishing Detection (12 papers), Anomaly Detection Techniques and Applications (7 papers), Digital and Cyber Forensics (6 papers), User Authentication and Security Systems (5 papers), Time Series Analysis and Forecasting (4 papers) and Functional Brain Connectivity Studies (3 papers). The work is most often cited by research in Signal Processing (1.2k citations), Computer Networks and Communications (984 citations), Information Systems (777 citations), Software (77 citations) and Artificial Intelligence (556 citations). Nir Nissim has collaborated with scholars based in Israel, United States and United Kingdom. Frequent co-authors include Yuval Elovici, Aviad Cohen, Lior Rokach, Robert Moskovitch, Clint Feher, Yuval Shaḥar, Chanan Glezer, Denis Klimov, Rami Puzis and Nathalie Japkowicz. Their work appears in journals such as Computers & Security, IEEE Access, Expert Systems with Applications, Knowledge-Based Systems and Neural Networks.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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Nir Nissim

Nir Nissim's Hit Papers

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About Nir Nissim

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