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1

journal article EST / journal article ENG

Android malware concept drift using system calls : detection, characterization and challengesGuerra Manzanares, Alejandro; Luckner, Marcin; Bahsi, HayretdinExpert systems with applications2022 / art. 117200, 19 p. : ill https://doi.org/10.1016/j.eswa.2022.117200 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG
Related publications 1
- Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks
2

journal article EST / journal article ENG

Concept drift and cross-device behavior : challenges and implications for effective android malware detectionGuerra Manzanares, Alejandro; Luckner, Marcin; Bahsi, HayretdinComputers & Security2022 / art. 102757, 20 p. : ill https://doi.org/10.1016/j.cose.2022.102757 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG
Related publications 1
- Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks
3

journal article

Cross-device behavioral consistency : benchmarking and implications for effective android malware detectionGuerra Manzanares, Alejandro; Välbe, MartinMachine Learning with Applications2022 / art. 100357, 15 p. : ill https://doi.org/10.1016/j.mlwa.2022.100357

journal article
Related publications 1
- Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks
4

journal article EST / journal article ENG

Experts still needed : boosting long-term android malware detection with active learningGuerra-Manzanares, Alejandro; Bahsi, HayretdinJournal of Computer Virology and Hacking Techniques2024 / p. 901 - 918 https://doi.org/10.1007/s11416-024-00536-y Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG
5

journal article EST / journal article ENG

KronoDroid : time-based hybrid-featured dataset for effective android malware detection and characterizationGuerra Manzanares, Alejandro; Bahsi, Hayretdin; Nõmm, SvenComputers & Security2021 / art. 102399, 32 p https://doi.org/10.1016/j.cose.2021.102399 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG
Related publications 1
- Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks
6

journal article EST / journal article ENG

Leveraging the first line of defense : a study on the evolution and usage of android security permissions for enhanced android malware detectionGuerra Manzanares, Alejandro; Luckner, Marcin; Bahsi, HayretdinJournal of Computer Virology and Hacking Techniques2022 / 32 p. : ill https://doi.org/10.1007/s11416-022-00432-3 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG
Related publications 1
- Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks
7

book article

On the application of active learning to handle data evolution in Android malware detectionGuerra Manzanares, Alejandro; Bahsi, HayretdinDigital forensics and cyber crime : 13th EAI international conference, ICDF2C 2022, Boston, MA, November 16-18, 2022 : proceedings2023 / p. 256-273 https://doi.org/10.1007/978-3-031-36574-4_15

book article
Related publications 1
- Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks
8

journal article EST / journal article ENG

On the relativity of time : implications and challenges of data drift on long-term effective android malware detectionGuerra Manzanares, Alejandro; Bahsi, HayretdinComputers & Security2022 / art. 102835, 15 p. : ill https://doi.org/10.1016/j.cose.2022.102835 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG
Related publications 1
- Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks
9

book article

Time-frame analysis of system calls behavior in machine learning-based mobile malware detectionGuerra Manzanares, Alejandro; Nõmm, Sven; Bahsi, Hayretdin2019 International Conference on Cyber Security for Emerging Technologies : CSET 2019, Doha, Qatar, 27 October 2019 through 29 October 20192019 / art. 89049088 ; 8 p. : ill https://doi.org/10.1109/CSET.2019.8904908

book article
Related publications 1
- Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks

Number of records 9, displaying 1 - 9

1. malware detection
2. mobile malware detection
3. android malware
4. malware analysis
5. Malware behavior
6. Malware characterization
7. Malware evolution
8. malware reverse engineering
9. mobile malware
10. AI-based fault detection
11. amoxicillin detection
12. anomaly detection
13. anomaly detection for system logs
14. antibiotic detection
15. antibiotics detection
16. aspect detection
17. asynchronous fault detection
18. attack detection
19. barotrauma detection system
20. Barotrauma detection system sensors
21. behaviour-based intrusion detection systems
22. body detection
23. botnet detection
24. capacitively coupled conductivity detection
25. change detection
26. chemical detection
27. community detection
28. compu ter-aided detection(CAD)
29. computer-aided detection
30. computer‐aided detection
31. contactless conductivity detection
32. contactless conductivity detection (C4D)
33. crack detection
34. crash detection
35. cyber intrusion detection
36. defect detection
37. detection
38. detection efficiency
39. detection engineering
40. detection mechanisms
41. detection method
42. detection methods
43. detection of anomalous end user nodes
44. detection of hydrogen isotopes
45. distributed detection
46. early detection
47. early intrusion detection
48. electronic warfare activity detection
49. energy detection
50. error detection
51. ESI-MS and IM detection
52. evaluation of explainable AI intrusion detection
53. Event detection
54. extraction and detection methods
55. face detection
56. Face Manipulation Detection
57. failure detection
58. fall detection
59. fault detection
60. fault detection and classification
61. fault detection and diagnoses
62. fault detection and diagnosis
63. fault detection and diagnostics (FDD)
64. Fish detection
65. fouling detection
66. harmonic detection
67. health care IoMT intrusion detection
68. hepatitis C virus (HCV) detection
69. hubs detection
70. hybrid fault detection
71. IED detection
72. image-based crack detection
73. indicident detection and response
74. indirect UV absorbance detection
75. intrusion detection
76. intrusion detection system (IDS)
77. intrusion detection systems
78. intrusion detection systems (IDS)
79. island detection
80. islanding detection
81. label-free detection
82. lane detection
83. lane line detection
84. LED fluorescence detection
85. leg detection
86. light detection and ranging
87. light detection and ranging (LiDAR)
88. Light Detection and Ranging (LiDAR) point cloud
89. limit of detection
90. lock-in detection
91. loop-closure detection
92. marker detection
93. money laundering detection systems
94. monitoring and detection
95. multi-classed object detection
96. Multi-valued Simulation for Hazard Detection in Digital Circuits
97. mutant detection
98. network anomaly detection
99. network intrusion detection system
100. nodules detection
101. object detection
102. oil-spill detection
103. outlier’s detection methods
104. outliers detection
105. peak detection
106. photovoltaic fault detection algorithms
107. phytoplankton detection methods
108. plagiarism detection
109. position detection
110. precursor detection
111. propaganda detection
112. protein detection
113. proton detection
114. radar detection
115. ramp event detection
116. recycled FPGA detection
117. residual current detection
118. robust detection
119. scene text detection
120. short-circuit detection
121. Side-Channel Attack Detection
122. small molecule detection
123. speech activity detection
124. Suicidal ideation detection
125. synchronous detection
126. topic detection
127. tyre detection
128. unmanned aerial vehicle detection systems
129. unsupervised outlier detection
130. UV detection
131. vehicle detection
132. vortex detection
133. 3D lane detection

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