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1
book article
Dimensionality reduction for machine learning based IoT botnet detection
Bahsi, Hayretdin
;
Nõmm, Sven
15th International Conference on Control, Automation, Robotics and Vision (ICARCV 2018) : Singapore, November 18-21, 2018
2018
/
p. 1857-1862 : ill
https://doi.org/10.1109/ICARCV.2018.8581205
book article
2
journal article
In-depth feature selection for the statistical machine learning-based botnet detection in IoT networks
Kalakoti, Rajesh
;
Nõmm, Sven
;
Bahsi, Hayretdin
IEEE Access
2022
/
p. 94518-94535
https://doi.org/10.1109/ACCESS.2022.3204001
journal article
3
book article
MedBIoT : generation of an IoT Botnet Dataset in a medium-sized IoT network
Guerra Manzanares, Alejandro
;
Medina-Galindo, Jorge
;
Bahsi, Hayretdin
;
Nõmm, Sven
Proceedings of the 6th International Conference on Information Systems Security and Privacy, ICISSP : February 25-27, 2020, La Valletta, Malta. Vol. 1
2020
/
p. 207-218 : ill
http://doi.org/10.5220/0009187802070218
book article
4
book article
MedBIoT : generation of an IoT Botnet Dataset in a medium-sized IoT Network
Guerra Manzanares, Alejandro
;
Medina-Galindo, Jorge
;
Bahsi, Hayretdin
Proceedings of the 6th International Conference on Information Systems Security and Privacy (ICISSP 2020)
2020
/
p. 207–218 : ill
http://doi.org/10.5220/0009187802070218
book article
5
book article
Using MedBIoT dataset to build effective machine learning-based IoT botnet detection systems
Guerra Manzanares, Alejandro
;
Medina-Galindo, Jorge
;
Bahsi, Hayretdin
;
Nõmm, Sven
Information Systems Security and Privacy : 6th International Conference, ICISSP 2020, Valletta, Malta, February 25–27, 2020 : revised selected papers
2022
/
p. 222–243
https://doi.org/10.1007/978-3-030-94900-6_11
book article
Number of records 5, displaying
1 - 5
title
236
1.
Data quality problem in AI-based network intrusion detection systems studies and a solution proposal
2.
Anatomy of dyke intrusion at 15-18 km depth beneath Upptyppingar, north Iceland
3.
Anatomy of melt intrusion at 15-18 km depth beneath Upptyppingar, Iceland
4.
Dense seismic network provides new insight into the 2007 Upptyppingar dyke intrusion
5.
Dynamics of dyke intrusion in the mid-crust of Iceland
6.
Dynamics of dyke intrusion in the northern volcanic rift zone of Iceland
7.
Dynamics of lower crustal intrusion at volcanic rifts
8.
Imaging lower crustal intrusion in Iceland using microseismics
9.
Intrusion of saline water into a coastal aquifer containing palaeogroundwater in the Viimsi Peninsula in Estonia
10.
Past environmental change and seawater intrusion into coastal Lake Lilaste, Latvia
11.
The Kivakka Layered Intrusion
12.
Correlation and digital signal processing techniques for the reduction of detection limits of bromate and bromide in model water samples by ion chromatography with direct ultraviolet detection
13.
The detection of nerve agent degradation products in different soil fractions using capillary electrophoresis with contactless conductivity detection
14.
A hierarchical algorithm of acoustic noise analysis for moving vehicle detection and classification
15.
A method for crosstalk fault detection in on-chip buses
16.
A new modified berger code for concurrent error detection
17.
A novel artificial neural networks based automatic adaptive fault detection technique for analog circuits
18.
A novel imbalanced data classification approach for suicidal ideation detection on social media
19.
A two-stream context-aware ConvNet for pavement distress detection
20.
Acoustic noise pattern detection and identification method in Doppler system
21.
Adaptively under sampled, circular histogram based image processing for rotation invariant coin detection
22.
Adaptively undersampled image processing for fast multiline laser detection
23.
Advances in detection of antibiotic pollutants in aqueous media using molecular imprinting technique — a review
24.
An analysis of community structure detection for educational coopetition
25.
An EIA test-system for detection of anti-HAV IgM in serum samples
26.
An electrochemical biosensor for direct detection of hepatitis C virus
27.
An enhancement of the driver distraction detection and evaluation method based on computational intelligence algorithms
28.
An object detection and pose estimation approach for position based visual servoing
29.
Android malware concept drift using system calls : detection, characterization and challenges
30.
Application of Benford's law for fraud detection in financial statements : theoretical review
31.
Application of self organizing Kohonen Map to detection of surgeon motions during endoscopic surgery
32.
Application of the multichannel Wiener filter to regional event detection using NORSAR seismic-array data
33.
Arterial hypertension and significant coronary artery stenosis: detection by 64 row computed tomography
34.
Assessment of associations between arterial mechanical properties and biochemical blood markers for early detection of atherosclerosis
35.
Asynchronous fault detection in IEEE P1687 instrument network
36.
Automatic asphalt pavement crack detection and classification using neural networks
37.
Automatic detection of real and imaginary parts of electrical impedance with single synchronous demodulation channel
38.
Automatic injection for CE with electrospray condensation nucleation light scattering detection
39.
Automatic position detection and transmitting activation of dynamic wireless power transfer system with air capacitor
40.
Automating detection of occurrences of postgreSQL database design problems
41.
bearing faults detection methods for electrical machines — the state of the art
42.
Biosensing technologies for the detection of pathogens : a prospective way for rapid analysis
43.
Bispectrum for the detection of the effect of photic and microwave stimulation on human EEG
44.
Blood flow detection with diode laser
45.
Buoy collision detection
46.
Capability detection and evaluation metrics for cyber security lab exercises
47.
Charge-discharge behaviour of VRLA batteries : model calibration and application for state estimation and failure detection
48.
Collar-aware training for streaming speaker change detection in broadcast speech
49.
Combined active frequency drift islanding detection method for NZEB energy router
50.
Concept drift and cross-device behavior : challenges and implications for effective android malware detection
51.
Condition monitoring and fault detection for electrical machines using IOT
52.
Cross-device behavioral consistency : benchmarking and implications for effective android malware detection
53.
CTA diffusion based recursive energy detection
54.
Cyber-physical universal safety and crash detection system for autonomous robot
55.
Damage detection in quasi-isotropic composite bends using ultrasonic feature guided waves
56.
DC-level detection of burst-suppression EEG
57.
Deep learning for detection of pavement distress using nonideal photographic images
58.
Design of microwave radiometer for early detection of cancer
59.
Detection and characterization of babesia species in ixodes ticks in Estonia
60.
Detection and genetic characterization of relapsing fever spirochete Borrelia miyamotoi in Estonian ticks
61.
Detection and interpretation of low-level stressor effects on brain using complex methods
62.
Detection efficiency calibration of Si-SPAD detectors via comparison with a Si-standard diode
63.
Detection of axial cracks in pipes using focused guided waves
64.
Detection of banned chemicals in various matrices (saliva, sediments) by capillary electrophoresis
65.
Detection of broken bars in frequency converter fed induction motor using Park’s vector approach
66.
Detection of broken rotor bars in three-phase squirrel-cage induction motor using fast Fourier transform
67.
Detection of cavitation in pumps through higher order derivatives
68.
Detection of cockfoot mottle virus particles and RNA in oat plants immunological, biotechnical and electronmicroscopical techniques
69.
Detection of cold and warm anomalies on the example of Estonia
70.
Detection of echo generated in mobile phones
71.
Detection of echo generated in mobile phones using pitch distance
72.
Detection of induction motor broken bars in grid and frequency converter supply
73.
Detection of mine collapses with seismic methods - a case study from Estonia
74.
Detection of mine collapses with seismic methods in the Estonian oil shale mining area
75.
Detection of modulation scheme in adaptive OFDM
76.
Detection of oil spills on SAR images and forecast of the slicks trajectory, case study
77.
Detection of organomercurials with sensor bacteria
78.
Detection of the Askja AD 1875 cryptotephra in Latvia, Eastern Europe
79.
Detection of the consistency of two speech signals using pitch periods
80.
Detection speed of responsive communication jamming detectors
81.
Detection, distribution and control of Potato mop-top virus, a soil-borne virus, in northern Europe
82.
Detection, identification and tracking of mobile objects with distributed system of systems
83.
Development of a molecularly imprinted polymerbased sensor for electrochemical detection of macrolide antibiotics
84.
Development of a portable MIP-based electrochemical sensor for detection of SARS-CoV-2 antigen
85.
Development of automated detection and wireless reporting for a handheld point-of-care test
86.
Development of synthetic receptor-based sensors for detection of neurotrophic factor proteins
87.
Differences in android behavior between real device and emulator : a malware detection perspective
88.
Digital Twin service unit for AC motor stator inter-turn short circuit fault detection
89.
Dimensionality reduction for machine learning based IoT botnet detection
90.
Distributed adaptive largest eigenvalue detection with SNR weighted observations [Online resource]
91.
Distributed diffusion LMS based energy detection
92.
Distributed DoS detection scheme for NoC-based MPSoCs
93.
Distributed recursive energy detection
94.
DoS attack detection and path collision localization in NoC-based MPSoC architectures
95.
Early detection of network attacks using deep learning
96.
EEG spectral asymmetry index for detection of depression at individual and fixed frequency bands [Electronic resource]
97.
Electrochemical detection of brain-derived neurotrophic factor by molecularly-imprinted polymer on screen-printed electrode
98.
Electrosymtehsized molecularly imprinted polymer thin films for antibiotics detection in aqeous solutions
99.
Electrosynthesized molecularly imprinted polymer films for surface acoustic wave detection of antibiotics
100.
Enhancing binding properties of imprinted polymers for the detection of small molecules
101.
Environmental Listeria plate petrifilms in detection of Listeria species from environmental samples
102.
Estonian scientists: Breakthrough in early cancer detection [Online resources]
103.
evaluation of boar spermatozoa as a biosensor for the detection of sublethal and lethal toxicity
104.
Event detection based on open information extraction and ontology
105.
Explainable AI based fault detection and diagnosis system for air handling units
106.
Fall detection and activity recognition system for usage in smart work-wear [Online resource]
107.
fast current harmonic detection and mitigation strategy for shunt active filter
108.
Fault detection and predictive maintenance of electrical machines
109.
Fault detection and protection system for the power converters with high-voltage IGBTs [Electronic resource]
110.
Fault path detection using a spectral method
111.
Fingerprinting postblast explosive residues by portable capillary electrophoresis with contactless conductivity detection
112.
FPGA-based implementation of EEG analyzer for detection of depressive disorder
113.
Frankenstack: real-time cyberattack detection and feedback system for technical cyber exercises
114.
From online fault detection to fault management in network-on-chips : a ground-up approach
115.
Future trends in digital face manipulation and detection
116.
Harmonic/inter-harmonics detection using modified exact model order-based ESPRIT
117.
High accuracy filter transmission measurement for determination of the detection efficiency calibration of Si-SPAD detectors
118.
High-performance size exclusion chromatographic characterisation of dissolved organic matter from seawater using fluorescense detection
119.
Hilbert transform, an effective replacement of Park's vector modulus for the detection of rotor faults
120.
Human detection and following by a mobile robot using 3D features
121.
Hybrid approach to detection of the surgeon's hand motions during endoscope surgery
122.
Hybrid feature selection models for machine learning based botnet detection in IoT networks
123.
Hybrid molecularly imprinted polymer for amoxicillin detection
124.
Impedance detection
125.
Improvement of the vector analyser based on two-phase switching mode synchronous detection
126.
Improvement of the detection efficiency calibration and homogeneity measurement of Si‑SPAD detectors
127.
Improving precision of manual hydrodynamic injection in capillary electrophoresis with contactless conductivity detection
128.
Improving statistical approach for memory leak detection using machine learning
129.
In-depth feature selection and ranking for automated detection of mobile malware
130.
In-depth feature selection for the statistical machine learning-based botnet detection in IoT networks
131.
Induction machine fault detection using smartphone recorded audible noise
132.
In-field detection of degradation on PCB assembly high-speed buses
133.
Insider threat detection study [Online resource]
134.
Instrument-free Lab-on-a-Chip DNA amplification test for pathogen detection [Online resource]
135.
Interpretation of radio metric signal for tumour detection
136.
Interpretation of radiometric signal for tumor detection
137.
Introductory chapter : Why do we need rapid detection of pathogens?
138.
Invariant detection of a signal with a random phase
139.
Investigation of different free image analysis software for high-throughput droplet detection
140.
IOCBIO Sparks detection and analysis software
141.
Korteweg-de Vries soliton detection from a harmonic input
142.
KronoDroid : time-based hybrid-featured dataset for effective android malware detection and characterization
143.
Laser doppler device for air pollution detection
144.
Laser line detection with sub-pixel accuracy
145.
Laser scanner calibration dependency on the line detection method
146.
Laser-doppler method for suspension flow detection using optical self-mixing in a diode laser
147.
Lightweight monitoring scheme for flooding DoS Attack detection in multi-tenant MPSoCs
148.
LMS based distributed variance estimation for signal energy detection
149.
Lock-in integration for detection of tiny bioimpedance variations [Online resource]
150.
Luminescent bacterial biosensors for the detection of bioavailable heavy metals
151.
Malicious accounts detection from online social networks : a systematic review of literature
152.
Map-based localization and loop-closure detection from a moving underwater platform using flow features
153.
Marginal PCB assembly defect detection on DDR3/4 memory bus
154.
Mesoporous molecularly imprinted polymer for label-free detection of a small analyte
155.
method for detection and evaluation of driver distraction induced by in-vehicle information systems
156.
Method for early detection of cancer by microwave radiometer
157.
Method for small particle detection by laser
158.
Method to reduce CPU overhead in blob detection and tracking algorithms [Electronic resource]
159.
Methods for detection of bioimpedance variations in resource constrained environments
160.
Methods of condition monitoring and fault detection for electrical machines
161.
Microwave radiometry for cancer detection
162.
MIP-based electrochemical sensor for direct detection of hepatitis C virus via E2 envelope protein
163.
Model of the plugging detection in metallic pipes using ultrasonic guided waves [Electronic resource]
164.
Modeling the dynamic heart for impedance based cardiac pathology detection
165.
Molecularly imprinted co-polymer for class-selective electrochemical detection of macrolide antibiotics in aqueous media
166.
Molecularly imprinted poly(m-phenylenediamine) films as a sensing layer for antibiotic detection
167.
Molecularly imprinted polymer based electrochemical sensor for quantitative detection of SARS-CoV-2 spike protein
168.
Molecularly imprinted polymer based SPR sensors for label-free detection of antibiotics
169.
Molecularly imprinted polymer integrated with a Surface Acoustic Wave technique for detection of sulfamethizole
170.
Molecularly imprinted polymer-based SAW sensor for label-free detection of cerebral dopamine neurotrophic factor protein
171.
Molecularly imprinted polymer-based sensor for electrochemical detection of erythromycin
172.
Molecularly imprinted polymers as advanced sensing materials for detection of neurotrophic factor proteins
173.
Molecularly imprinted polymers as synthetic antibodies for neurotrophic factor proteins detection.
174.
Multiple stuck-at-fault detection theorem
175.
Multiscale change detection in a supraglacial stream using surface drifters
176.
A new FPGA-based detection method for spurious variations in PCBA power distribution network
177.
New test design techniques for fault detection in digital objects
178.
Nonaqueous CE using contactless conductivity detection and ionic liquids as BGEs in ACN
179.
Object detection for military surveillance using distributed multimodal smart sensors
180.
Observer-based detection and identification of sensor attacks in networked CPSs
181.
Office and industrial workers complaint detection and prevention of professional upper limb overuse
182.
On multiple fault detection in combinational logic circuits
183.
On the application of active learning for efficient and effective Iot botnet detection
184.
Online detection of out-of-step condition using PMU-determined system impedances
185.
Operational in situoil spill detection in the Baltic sea using ferrybox system equipped with oil sensor
186.
Optical detection methods for high-throughput fluorescent droplet microflow cytometry
187.
Optical detection of wave-induced resuspension of sediments
188.
Optical fiber biosensor for the detection of mercury
189.
Optical self-mixing as a method for blood flow detection
190.
Optimal use of spectral information for waste paper detection
191.
Park's vector approach for detection of broken rotor bars in frequency converter fed induced generator
192.
Pavement distress detection with deep learning using the orthoframes acquired by a mobile mapping system
193.
Perfomance comparison of some techniques for detection of stochastic process nonstationarities
194.
Physical overload disease detection and prevention of industrial and office workers [Electronic resource]
195.
Preliminary sensors selection for reconfigurable continuous track robot obstacle detection
196.
Probabilistic leak detection in pipe networks using the SCEM-UA algorithm [Electronic resource]
197.
Quadratic phase coupling detection using invariants defined from bispectrum
198.
Quantative EEG for detection of the effect of low-level physical stressors
199.
Radiometric system for detection of cancer
200.
Radiometric system for preliminary detection of tumors
201.
Reduction of detection limits in capillary zone electrophoresis using the multiplex technique
202.
Reduction of detection limits of anions in polar ice core analysis using correlation ion chromatography
203.
Redundancy detection and removal in Mamdani Fuzzy Systems
204.
Redundancy detection and removal tool for transparent Mamdani systems
205.
Reusing verification assertions as security checkers for Hardware Trojan detection
206.
Seismic detection and on-site survey of mine collapses in Estonia
207.
Self-healing photovoltaic microconverter with zero redundancy and accurate low-cost fault detection
208.
Sensorless detection of induction motor faults using the clarke vector approach
209.
Separation of perfluoroalkyl substances by using nonaqueous capillary electrophoresis with conductivity detection
210.
SEU study of wideband heterostructure diode for particle detection
211.
Simple coherence method for blood flow detection
212.
Simple laser-diode device for particles suspension flow detection
213.
Simultaneous preconcentration and separation of Cr(III) and Cr(VI) using CE with AAS detection
214.
Simultaneous road edge and road surface markings detection using convolutional neural networks
215.
Single channel EEG analysis for detection of depression
216.
Smart sensing and Time of Arrival based location detection in Parking Management Services
217.
Speciation of chromium using wide-bore capillary electrophoresis with electrothermal atomic absorption spectrometry detection
218.
Standoff detection : classification of biological aerosols using laser induced fluorescence (LIF) technique
219.
Studies of potato viruses : antigenic analysis, structure, transmission and detection
220.
System-level condition monitoring approach for fault detection in photovoltaic systems
221.
Technique for detection of solitons in numerical experiments and virtual soliton
222.
Technology for early detection and drift forecast of the oil spill
223.
Temperature extremes and detection of heat and cold waves at three sites in Estonia
224.
Test system for fault detection and diagnosis in microprocessor control devices
225.
Testing different power system out-of-step detection algorithms
226.
The development of a polymer synthetic receptor for class-selective detection of macrolide antibiotics
227.
The low voltage start-up test of induction motor for the detection of broken bars
228.
Time-frame analysis of system calls behavior in machine learning-based mobile malware detection
229.
Tomographic approach for tropospheric water vapor detection
230.
Towards the development of a 3-D biochip for the detection of hepatitis C virus
231.
Ultrasound sensor in integrated presence detection system
232.
Unsupervised anomaly based botnet detection in IoT networks
233.
Use of pressure dynamics for calibration of water distribution system and leakage detection
234.
Using machine learning for automated assessment of misclassification of goods for fraud detection
235.
Using MedBIoT dataset to build effective machine learning-based IoT botnet detection systems
236.
Using of color centers transformation in tungsten oxide electrochromic films for hydrogen atoms detection
keyword
85
1.
early intrusion detection
2.
intrusion detection
3.
intrusion detection systems
4.
air intrusion
5.
intrusion
6.
saline intrusion blockage
7.
amoxicillin detection
8.
anomaly detection
9.
anomaly detection for system logs
10.
antibiotic detection
11.
antibiotics detection
12.
asynchronous fault detection
13.
attack detection
14.
barotrauma detection system
15.
body detection
16.
botnet detection
17.
capacitively coupled conductivity detection
18.
change detection
19.
chemical detection
20.
community detection
21.
compu ter-aided detection(CAD)
22.
computer-aided detection
23.
computer‐aided detection
24.
contactless conductivity detection
25.
contactless conductivity detection (C4D)
26.
crash detection
27.
defect detection
28.
detection
29.
detection efficiency
30.
detection engineering
31.
detection of anomalous end user nodes
32.
distributed detection
33.
early detection
34.
energy detection
35.
error detection
36.
Event detection
37.
face detection
38.
Face Manipulation Detection
39.
failure detection
40.
fault detection
41.
fault detection and diagnoses
42.
fault detection and diagnosis
43.
Fish detection
44.
hepatitis C virus (HCV) detection
45.
hubs detection
46.
IED detection
47.
indicident detection and response
48.
indirect UV absorbance detection
49.
island detection
50.
islanding detection
51.
label-free detection
52.
LED fluorescence detection
53.
leg detection
54.
light detection and ranging
55.
Light Detection and Ranging (LiDAR) point cloud
56.
limit of detection
57.
lock-in detection
58.
loop-closure detection
59.
malware detection
60.
mobile malware detection
61.
money laundering detection systems
62.
monitoring and detection
63.
multi-classed object detection
64.
network anomaly detection
65.
nodules detection
66.
object detection
67.
oil-spill detection
68.
outlier’s detection methods
69.
outliers detection
70.
plagiarism detection
71.
position detection
72.
protein detection
73.
proton detection
74.
radar detection
75.
ramp event detection
76.
robust detection
77.
short-circuit detection
78.
small molecule detection
79.
speech activity detection
80.
Suicidal ideation detection
81.
synchronous detection
82.
tyre detection
83.
UV detection
84.
vehicle detection
85.
vortex detection
source
3
1.
Biosensing technologies for the detection of pathogens - a prospective way for rapid analysis
2.
Handbook of digital face manipulation and detection : from deepfakes to morphing attacks
3.
THz for CBRN and explosives detection and diagnosis
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