Search

Your search keyword '"hybrid analysis"' showing total 13 results
Start Over Descriptor "hybrid analysis" Publisher springer international publishing

Refine your results

more »

more »

13 results on '"hybrid analysis"'

2. SNITCH: A Platform for Information Flow Control

Author

Geraldo, Eduardo, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, ter Beek, Maurice H., editor, and Monahan, Rosemary, editor

Published
2022
Full Text
View/download PDF

3. The Rise of ICS Malware: A Comparative Analysis

Author

Mekdad, Yassine, Bernieri, Giuseppe, Conti, Mauro, El Fergougui, Abdeslam, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Katsikas, Sokratis, editor, Lambrinoudakis, Costas, editor, Cuppens, Nora, editor, Mylopoulos, John, editor, Kalloniatis, Christos, editor, Meng, Weizhi, editor, Furnell, Steven, editor, Pallas, Frank, editor, Pohle, Jörg, editor, Sasse, M. Angela, editor, Abie, Habtamu, editor, Ranise, Silvio, editor, Verderame, Luca, editor, Cambiaso, Enrico, editor, Maestre Vidal, Jorge, editor, and Sotelo Monge, Marco Antonio, editor

Published
2022
Full Text
View/download PDF

4. Familial Analysis of Malicious Android Apps Controlling IOT Devices

Author

Maikap, Subhadhriti, Kishore, Pushkar, Barisal, Swadhin Kumar, Mohapatra, Durga Prasad, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Misra, Rajiv, editor, Kesswani, Nishtha, editor, Rajarajan, Muttukrishnan, editor, Veeravalli, Bharadwaj, editor, and Patel, Ashok, editor

Published
2022
Full Text
View/download PDF

5. MFF-AMD: Multivariate Feature Fusion for Android Malware Detection

Author

Xu, Guangquan, Feng, Meiqi, Jiao, Litao, Liu, Jian, Dai, Hong-Ning, Wang, Ding, Panaousis, Emmanouil, Zheng, Xi, Akan, Ozgur, Editorial Board Member, Bellavista, Paolo, Editorial Board Member, Cao, Jiannong, Editorial Board Member, Coulson, Geoffrey, Editorial Board Member, Dressler, Falko, Editorial Board Member, Ferrari, Domenico, Editorial Board Member, Gerla, Mario, Editorial Board Member, Kobayashi, Hisashi, Editorial Board Member, Palazzo, Sergio, Editorial Board Member, Sahni, Sartaj, Editorial Board Member, Shen, Xuemin (Sherman), Editorial Board Member, Stan, Mircea, Editorial Board Member, Jia, Xiaohua, Editorial Board Member, Zomaya, Albert Y., Editorial Board Member, Gao, Honghao, editor, and Wang, Xinheng, editor

Published
2021
Full Text
View/download PDF

7. A Framework for Supporting Ransomware Detection and Prevention Based on Hybrid Analysis

Author

Cuzzocrea, Alfredo, Mercaldo, Francesco, Martinelli, Fabio, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Gervasi, Osvaldo, editor, Murgante, Beniamino, editor, Misra, Sanjay, editor, Garau, Chiara, editor, Blečić, Ivan, editor, Taniar, David, editor, Apduhan, Bernady O., editor, Rocha, Ana Maria A. C., editor, Tarantino, Eufemia, editor, and Torre, Carmelo Maria, editor

Published
2021
Full Text
View/download PDF

8. A Machine-Learning-Based Framework for Supporting Malware Detection and Analysis

Author

Cuzzocrea, Alfredo, Mercaldo, Francesco, Martinelli, Fabio, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Gervasi, Osvaldo, editor, Murgante, Beniamino, editor, Misra, Sanjay, editor, Garau, Chiara, editor, Blečić, Ivan, editor, Taniar, David, editor, Apduhan, Bernady O., editor, Rocha, Ana Maria A. C., editor, Tarantino, Eufemia, editor, and Torre, Carmelo Maria, editor

Published
2021
Full Text
View/download PDF

9. Data-Driven Android Malware Intelligence: A Survey

Author

Qiu, Junyang, Nepal, Surya, Luo, Wei, Pan, Lei, Tai, Yonghang, Zhang, Jun, Xiang, Yang, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Chen, Xiaofeng, editor, Huang, Xinyi, editor, and Zhang, Jun, editor

Published
2019
Full Text
View/download PDF

13. A Machine-Learning-Based Framework for Supporting Malware Detection and Analysis

Author

Fabio Martinelli, Francesco Mercaldo, Alfredo Cuzzocrea, Istituto di Calcolo e Reti ad Alte Prestazioni [Rende] (ICAR-CNR), Consiglio Nazionale delle Ricerche [Roma] (CNR), Department of Algorithms, Computation, Image and Geometry (LORIA - ALGO), Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA), Centre National de la Recherche Scientifique (CNRS)-Université de Lorraine (UL)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre National de la Recherche Scientifique (CNRS)-Université de Lorraine (UL)-Institut National de Recherche en Informatique et en Automatique (Inria), Consiglio Nazionale delle Ricerche [Pisa] (CNR PISA), DIGITRUST, ANR-15-IDEX-0004,LUE,Isite LUE(2015), National Research Council of Italy | Consiglio Nazionale delle Ricerche (CNR), and Institut National de Recherche en Informatique et en Automatique (Inria)-Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche en Informatique et en Automatique (Inria)-Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS)

Subjects
Computer science, Feature vector, 0211 other engineering and technologies, Opcode, 02 engineering and technology, Machine learning, computer.software_genre, Hybrid analysis, Malware, Dynamic analysis, 0202 electrical engineering, electronic engineering, information engineering, Redundancy (engineering), [INFO]Computer Science [cs], Relevance (information retrieval), ComputingMilieux_MISCELLANEOUS, 021110 strategic, defence & security studies, Classification, Security, Static analysis, business.industry, computer.file_format, Feature (computer vision), 020201 artificial intelligence & image processing, Artificial intelligence, Executable, business, computer
Abstract

Malware is one of the most significant threats in today’s computing world since the number of websites distributing malware is increasing at a rapid rate. The relevance of features of unpacked malicious and benign executables like mnemonics, instruction opcodes, API to identify a feature that classifies the executables is investigated in this paper. By applying Analysis of Variance and Minimum Redundancy Maximum Relevance to a sizeable feature space, prominent features are extracted. By creating feature vectors using individual and combined features (mnemonic), we conducted the experiments. By means of experiments we observe that Multimodal framework achieves better accuracy than the Unimodal one.

Published
2021

Catalog

Books, media, physical & digital resources
See catalog results