K. Venkatachalam

41 papers C 1Journal 40
YearRankTypeTitle / Venue / Authors
2025 J jnl
Hybrid CNN XGBoost intrusion detection approach tuned by modified sine cosine algorithm towards better cloud security.
Connect. Sci.
Nikola Savanovic, Aleksandra Bozovic, Milos Antonijevic, Goran S. Kvascev, Bosko Nikolic, K. Venkatachalam, Nebojsa Bacanin, Miodrag Zivkovic
2024 J jnl
Anomaly detection in electrocardiogram signals using metaheuristic optimized time-series classification with attention incorporated models.
Int. J. Hybrid Intell. Syst.
Aleksandar Petrovic, Luka Jovanovic, K. Venkatachalam, Miodrag Zivkovic, Nebojsa Bacanin, Nebojsa Budimirovic
2023 J jnl
A new method for human activity identification using convolutional neural networks.
Int. J. Cloud Comput.
P. S. Prakash, S. Balakrishnan, K. Venkatachalam, Saravana Balaji Balasubramanian
2023 J jnl
A novel firefly algorithm approach for efficient feature selection with COVID-19 dataset.
Microprocess. Microsystems
Nebojsa Bacanin, K. Venkatachalam, Timea Bezdan, Miodrag Zivkovic, Mohamed Abouhawwash
2023 J jnl
Addressing feature selection and extreme learning machine tuning by diversity-oriented social network search: an application for phishing websites detection.
Complex Intell. Syst.
Nebojsa Bacanin, Miodrag Zivkovic, Milos Antonijevic, K. Venkatachalam, Jinseok Lee, Yunyoung Nam, Marina Marjanovic, Ivana Strumberger, Mohamed Abouhawwash
2023 J jnl
Bimodal HAR-An efficient approach to human activity analysis and recognition using bimodal hybrid classifiers.
Inf. Sci.
K. Venkatachalam, Zaoli Yang, Pavel Trojovský, Nebojsa Bacanin, Muhammet Deveci, Weiping Ding
2023 J jnl
DWFH: An improved data-driven deep weather forecasting hybrid model using Transductive Long Short Term Memory (
Expert Syst. Appl.
K. Venkatachalam, Pavel Trojovský, Dragan Pamucar, Nebojsa Bacanin, Vladimir Simic
2023 J jnl
Discrete GWO Optimized Data Aggregation for Reducing Transmission Rate in IoT.
Comput. Syst. Sci. Eng.
S. Siamala Devi, K. Venkatachalam, Yunyoung Nam, Mohamed Abouhawwash
2023 J jnl
Energy efficient offloading mechanism using particle swarm optimization in 5G enabled edge nodes.
Clust. Comput.
Nebojsa Bacanin, Milos Antonijevic, Timea Bezdan, Miodrag Zivkovic, K. Venkatachalam, Sharaf J. Malebary
2023 J jnl
Neural Cryptography with Fog Computing Network for Health Monitoring Using IoMT.
Comput. Syst. Sci. Eng.
G. Ravikumar, K. Venkatachalam, Mohammed A. Alzain, Mehedi Masud, Mohamed Abouhawwash
2023 J jnl
Novel task assignment policies using enhanced hyper-heuristic approach in cloud.
Int. J. Cloud Comput.
N. Krishnamoorthy, K. Venkatachalam, R. Manikandan, P. Prabhu
2023 J jnl
Proof of Activity Protocol for IoMT Data Security.
Comput. Syst. Sci. Eng.
R. Rajadevi, K. Venkatachalam, Mehedi Masud, Mohammed A. Alzain, Mohamed Abouhawwash
2023 J jnl
Spoofing Face Detection Using Novel Edge-Net Autoencoder for Security.
Intell. Autom. Soft Comput.
Amal H. Alharbi, S. Karthick, K. Venkatachalam, Mohamed Abouhawwash, Doaa Sami Khafaga
2023 J jnl
Text Document Clustering Approach by Improved Sine Cosine Algorithm.
Inf. Technol. Control.
Branislav Radomirovic, Vuk Jovanovic, Bosko Nikolic, Sasa Stojanovic, K. Venkatachalam, Miodrag Zivkovic, Angelina Njegus, Nebojsa Bacanin, Ivana Strumberger
2023 J jnl
The Evolution of Interindustry Technology Linkage Topics and Its Analysis Framework in Three-Dimensional Printing Technology.
IEEE Trans. Engineering Management
Zaoli Yang, Nazrul Islam, Yuanyuan Shi, K. Venkatachalam, Lucheng Huang
2023 J jnl
VIOLA jones algorithm with capsule graph network for deepfake detection.
PeerJ Comput. Sci.
K. Venkatachalam, Pavel Trojovský, Stepán Hubálovský
2023 J jnl
Wireless Network Security Using Load Balanced Mobile Sink Technique.
Intell. Autom. Soft Comput.
Reem Alkanhel, Mohamed Abouhawwash, S. N. Sangeethaa, K. Venkatachalam, Doaa Sami Khafaga
2022 J jnl
A multi-criteria framework for addressing digitalization solutions of medical system under interval-valued T-spherical fuzzy information.
Appl. Soft Comput.
Zaoli Yang, Tingting Zhang, Harish Garg, K. Venkatachalam
2022 J jnl
Air Pollution Prediction Using Dual Graph Convolution LSTM Technique.
Intell. Autom. Soft Comput.
R. Saravana Ram, K. Venkatachalam, Mehedi Masud, Mohammed Abdullatif Alzain
2022 J jnl
An Edge Based Attack Detection Model (EBAD) for Increasing the Trustworthiness in IoT Enabled Smart City Environment.
IEEE Access
R. I. Minu, G. Nagarajan, Asmaa Munshi, K. Venkatachalam, Wafa Almukadi, Mohamed Abouhawwash
2022 J jnl
Brain Image Classification Using Time Frequency Extraction with Histogram Intensity Similarity.
Comput. Syst. Sci. Eng.
Thangavel Renukadevi, Kuppusamy Saraswathi, P. Prabu, K. Venkatachalam
2022 J jnl
Cost Efficient Scheduling Using Smart Contract Cognizant Ethereum for IoMT.
Intell. Autom. Soft Comput.
G. Ravikumar, K. Venkatachalam, Mehedi Masud, Mohamed Abouhawwash
2022 J jnl
Crypto Hash Based Malware Detection in IoMT Framework.
Intell. Autom. Soft Comput.
R. Punithavathi, K. Venkatachalam, Mehedi Masud, Mohammed A. Alzain, Mohamed Abouhawwash
2022 J jnl
Deep Belief Neural Network for 5G Diabetes Monitoring in Big Data on Edge IoT.
Mob. Networks Appl.
K. Venkatachalam, P. Prabu, Ala Saleh D. Alluhaidan, Stepán Hubálovský, Pavel Trojovský
2022 J jnl
Deep learning model for deep fake face recognition and detection.
PeerJ Comput. Sci.
S. T. Suganthi, Mohamed Uvaze Ahamed Ayoobkhan, Krishna Kumar V, Nebojsa Bacanin, K. Venkatachalam, Stepán Hubálovský, Pavel Trojovský
2022 J jnl
Ensemble Nonlinear Support Vector Machine Approach for Predicting Chronic Kidney Diseases.
Comput. Syst. Sci. Eng.
S. Prakash, P. Vishnu Raja, A. Baseera, D. Mansoor Hussain, V. R. Balaji, K. Venkatachalam
2022 J jnl
Evaluation of deepfake detection using YOLO with local binary pattern histogram.
PeerJ Comput. Sci.
Stepán Hubálovský, Pavel Trojovský, Nebojsa Bacanin, K. Venkatachalam
2022 J jnl
Extreme Learning Bat Algorithm in Brain Tumor Classification.
Intell. Autom. Soft Comput.
G. R. Sreekanth, Adel Fahad Alrasheedi, K. Venkatachalam, Mohamed Abouhawwash, Sameh S. Askar
2022 J jnl
Machine Learning Technique to Detect Radiations in the Brain.
Comput. Syst. Sci. Eng.
Gothai Ekambaram, A. Baseera, P. Prabu, K. Venkatachalam, K. Saravanan, S. Sathishkumar
2022 J jnl
Modified firefly algorithm for workflow scheduling in cloud-edge environment.
Neural Comput. Appl.
Nebojsa Bacanin, Miodrag Zivkovic, Timea Bezdan, K. Venkatachalam, Mohamed Abouhawwash
2022 J jnl
Novel Dynamic Scaling Algorithm for Energy Efficient Cloud Computing.
Intell. Autom. Soft Comput.
M. Vinoth Kumar, K. Venkatachalam, Mehedi Masud, Mohamed Abouhawwash
2022 J jnl
Shrinkage Linear with Quadratic Gaussian Discriminant Analysis for Big Data Classification.
Intell. Autom. Soft Comput.
R. S. Latha, K. Venkatachalam, Jehad F. Al-Amri, Mohamed Abouhawwash
2022 J jnl
Smart Edge Computing for 5 g/6 g Satellite IOT for Reducing Inter Transmission Delay.
Mob. Networks Appl.
Amin Salih Mohammed, K. Venkatachalam, Stepán Hubálovský, Pavel Trojovský, P. Prabu
2021 J jnl
An Efficient Gabor Walsh-Hadamard Transform Based Approach for Retrieving Brain Tumor Images From MRI.
IEEE Access
K. Venkatachalam, Siuly Siuly, Nebojsa Bacanin, Stepán Hubálovský, Pavel Trojovský
2021 J jnl
Artificial Neural Networks Hidden Unit and Weight Connection Optimization by Quasi-Refection-Based Learning Artificial Bee Colony Algorithm.
IEEE Access
Nebojsa Bacanin, Timea Bezdan, K. Venkatachalam, Miodrag Zivkovic, Ivana Strumberger, Mohamed Abouhawwash, Abeer B. Ahmed
2021 J jnl
Chaotic Harris Hawks Optimization with Quasi-Reflection-Based Learning: An Application to Enhance CNN Design.
Sensors
A. Jameer Basha, Nebojsa Bacanin, Nikola Vukobrat, Miodrag Zivkovic, K. Venkatachalam, Stepán Hubálovský, Pavel Trojovský
2021 C conf
Effective Tensor Based PCA Machine Learning Techniques for Glaucoma Detection and ASPP - EffUnet Classification.
HIS
K. Venkatachalam, Nebojsa Bacanin, Md. Enamul Kabir, P. Prabu
2021 J jnl
Optimized convolutional neural network by firefly algorithm for magnetic resonance image classification of glioma brain tumor grade.
J. Real Time Image Process.
Nebojsa Bacanin, Timea Bezdan, K. Venkatachalam, Fadi Al-Turjman
2021 J jnl
Secure biometric authentication with de-duplication on distributed cloud storage.
PeerJ Comput. Sci.
M. Vinoth Kumar, K. Venkatachalam, Prabu P, Abdulwahab Almutairi, Mohamed Abouhawwash
2020 J jnl
A novel method of motor imagery classification using eeg signal.
Artif. Intell. Medicine
K. Venkatachalam, Devipriya A., Maniraj J., M. Sivaram, A. Ambikapathy, Iraj Sadegh Amiri
2020 J jnl
Energy efficient data collection in sparse sensor networks using multiple Mobile Data Patrons.
Comput. Electr. Eng.
P. Prabu, Ahmed Najat Ahmed, K. Venkatachalam, S. Nalini, R. Manikandan
redb/extractors/decompiler/bninja/analysis/api.py
← Index redb/extractors/decompiler/bninja/analysis/api.py python 
from enum import Enum


class ApiCategory(Enum):
    FILE_OP = [
        "CreateFile",
        "ReadFile",
        "WriteFile",
        "DeleteFile",
        "SetFilePointer",
        "CopyFile",
        "MoveFile",
        "FindFirstFile",
        "FindNextFile",
    ]
    MEMORY_OP = [
        "VirtualAlloc",
        "VirtualFree",
        "HeapAlloc",
        "HeapFree",
        "LocalAlloc",
        "GlobalAlloc",
        "MapViewOfFile",
        "VirtualProtect",
    ]
    NETWORK_OP = [
        "socket",
        "connect",
        "bind",
        "send",
        "recv",
        "WSAStartup",
        "InternetOpen",
        "InternetConnect",
        "HttpOpenRequest",
        "HttpSendRequest",
        "InternetReadFile",
        "URLDownloadToFile",
    ]
    REGISTRY_OP = [
        "RegOpenKey",
        "RegCreateKey",
        "RegSetValue",
        "RegQueryValue",
        "RegDeleteKey",
        "RegEnumKey",
        "RegFlushKey",
    ]
    PROCESS_OP = [
        "CreateProcess",
        "OpenProcess",
        "TerminateProcess",
        "GetProcessId",
        "CreateProcessAsUser",
        "NtCreateProcess",
    ]
    THREAD_OP = [
        "CreateThread",
        "SuspendThread",
        "ResumeThread",
        "CreateRemoteThread",
        "SetThreadContext",
        "GetThreadContext",
    ]
    INJECTION_OP = [
        "WriteProcessMemory",
        "VirtualAllocEx",
        "NtWriteVirtualMemory",
        "SetWindowsHookEx",
        "QueueUserAPC",
        "NtMapViewOfSection",
    ]
    EVASION_OP = [
        "IsDebuggerPresent",
        "CheckRemoteDebuggerPresent",
        "NtQueryInformationProcess",
        "GetTickCount",
        "OutputDebugString",
        "Sleep",
        "QueryPerformanceCounter",
    ]
    SPYING_OP = [
        "GetAsyncKeyState",
        "GetKeyboardState",
        "GetKeyState",
        "GetForegroundWindow",
        "SetWindowsHookEx",
        "BitBlt",
        "GetClipboardData",
    ]
    SYSTEM_OP = [
        "CreateToolhelp32Snapshot",
        "EnumDeviceDrivers",
        "EnumProcesses",
        "GetSystemDirectoryA",
        "GetLogicalDrives",
    ]
    SERVICE_OP = [
        "CreateServiceA",
        "OpenServiceA",
        "StartServiceA",
        "DeleteService",
        "OpenSCManagerA",
        "ControlService",
    ]
    CRYPTO_OP = [
        "CryptAcquireContext",
        "CryptGenKey",
        "CryptEncrypt",
        "CryptDecrypt",
        "CryptCreateHash",
        "CryptHashData",
        "CryptGenRandom",
    ]
    DLL_OP = ["LoadLibrary", "GetProcAddress", "FreeLibrary", "LdrLoadDll"]
    UNKNOWN_OP = []

    @classmethod
    def from_api(cls, api_name):
        for category in cls:
            if any(api_name.startswith(api) for api in category.value):
                return category
        return cls.UNKNOWN_OP