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fklone@nitsri.net
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Srinagar
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Dr.Farida Khursheed

Associate Professor

Digital Image Processing; Image Security; Network and Cloud Security; Biometrics; Computer Vision; Medical Imaging; Deep Learning; Natural Language Processing.

Education

Degree Institute CGPA Year Subject Description
Ph. D. 2016 National Institute of Technology Srinagar Image Processing

Publications Journal

Month-Year Authors Paper Title Volume PageNo DOI Impact Factor Type Journal Name
FEB 2024 Beenish Habib and Farida Khursheed Time-based DDoS attack detection through hybrid LSTM-CNN model architectures: An investigation of many-to-one and many-to-many approaches 36 01/02/2024 2.0 SCI Concurrency Computation Practice and Experiance, DOI: 10.1002/cpe.7996
FEB 2024 M Abdul Jawad, Farida Khursheed, Shah Nawaz and Ajaz Hussain Mir Towards improved fundus disease detection using Swin Transformers. 27/02/2024 4.27 SCIE Multimedia Tools and Applications, Springer (Q1), https://doi.org/10.1007/s11042-024-18627-9.
APR 2024 M Abdul Jawad and Farida Khursheed A Novel Approach for Color-Balanced Reference Image Selection for Breast Histology Image Normalization. 12/04/2024 6.19 SCIE Biomedical Signal Processing and Control, Elsevier (Q1), https://doi.org/10.1016/j.bspc.2024.106299
SEP 2023 Beenish Habib REST-API based DDoS Detection Using Random Forest Classifier in a Platform as a Service Cloud Environment NA SCOPUS International Journal of Computing and Digital Systems, DOI: 10.12785/ijcds/140184
MAR 2023 M Abdul Jawad, Farida Khursheed Histo-fusion: a novel domain specific learning to identify invasive ductal carcinoma (IDC) from histopathological images. 82 29/03/2023 4.27 SCIE Multimedia Tools and Applications, Springer (Q1), https://doi.org/10.1007/s11042-023-15134-1
SEP 2023 Aejaz Farooq Ganaie and Farida Khursheed Computationally efficient recognition of unconstrained handwritten Urdu script using BERT with vision transformers. 35 01/10/2023 6.0 SCIE Neural Computing and Applications, Springer (Q1), https://doi.org/10.1007/s00521-023-08976-1
JUL 2022 M Abdul Jawad and Farida Khursheed Machine Learning-Aided Automatic Detection of Breast Cancer: A Survey 01/07/2022 NA SCOPUS Research Anthology on Medical Informatics in Breast and Cervical Cancer, DOI: 10.4018/978-1-6684-7136-4.ch018.
JAN 2022 R. SreeKumar, Farida Khursheed Identifying cancer sub-types from genomic scale data sets using confidence based integration (CBI). 126 01/02/2022 4.5 SCIE Journal of Biomedical Informatics, Elsevier (Q1),https://doi.org/10.1016/j.jbi.2022.103997
JAN 2022 Mohassin Ahmad and Farida Khursheed A comparative analysis of Copy-move forgery detection algorithms 16 04/01/2022 0.8 SCI International Journal of Electronic Security and Digital Forensics, DOI: 10.1504/IJESDF.2022.10043405
JAN 2022 Mohassin Ahmad and Farida Khursheed A novel image tamper detection approach by blending forensic tools and optimized CNN: Sealion customized firefly algorithm. 31/01/2022 4.27 SCIE Multimedia Tools and Applications, Springer (Q1), DOI: 10.1007/s11042-021-11529-0
JUN 2022 M Abdul Jawad and Farida Khursheed Deep and dense convolutional neural network for multi category classification of magnification specific and magnification independent breast cancer histopathological images 78 03/06/2022 6.19 SCIE Biomedical Signal Processing and Control, Elsevier (Q1), https://doi.org/10.1016/j.bspc.2022.103935
OCT 2022 Beenish Habib and Farida Khursheed Real-time transmission control proto col-s ynchr onize -base d distributed denial of service detection framework using entropy variations in self-coded bot-network architecture. 07/08/2022 0.8 SCI Electrica, DOI: 10.5152/electrica.2022.21188.
AUG 2022 Beenish Habib and Farida Khursheed Performance evaluation of machine learning models for distributed denial of service attack detection using improved feature selection and hyper-parameter optimization techniques. 34 25/09/2022 2.0 SCI Concurrency Computation Practices and Experiance. doi:10.1002/cpe.7299
DEC 2022 Aejaz Farooq and Farida Khursheed A novel holistic unconstrained handwritten urdu recognition system using convolutional neural networks 25 01/12/2022 2.3 SCIE International Journal on Document Analysis and Recognition (IJDAR), Springer (Q1) https://doi.org/10.1007/s10032-022-00414-7
AUG 2022 Mohassin Ahmad and Farida Khursheed Detection and localization of image tampering in digital images with fused features. 34 01/08/2022 2.0 SCI Concurrency and Computation Practice and Experience, doi:10.1002/cpe.7191
NOV 2016 Farida Khursheed and Ajaz Hussain Mir Personal Verification Using Two Level Fusion Schemes Based on Ear and Iris Biometrics 12/11/2016 NA SCOPUS International Journal of Computing and Digital Systems, 2016, http://dx.doi.org/10.12785/IJCDS/050602
AUG 2015 Farida Khursheed and Ajaz Hussain Mir Comparative study of Time Series model based techniques for personnel verification using ear biometrics 01/08/2015 SCOPUS International Journal of information processing (IJIP)
APR 2014 S.Srujan,Farida Khursheed, Shoib Amin Banday A Hybrid Template Security Technique using Multimodal Biometric Features. SCOPUS International Journal of Innovative Research in Science & Engineering(IJIRSE)
JUL 2014 Farida Khursheed, Ajaz.Hussain Mir AR Model Based Human Identification using Ear Biometrics 01/07/2014 SCOPUS International Journal of Signal Processing, Image Processing and Pattern Recognition (IJSIP), http://dx.doi.org/10.14257/ijsip.2014.7.3.28

Publications Conference

Month-year Authors Type Identifier Title Conference Name
JUL 2021 M Abdul Jawad and Farida Khursheed International SCOPUS DOI A Review of Approaches to Energy Aware Multi-hop Routing for Lifetime Enhancement in Wireless Sensor Networks International e-Conference on Intelligent Systems and Signal Processing, Springer, Singapore, https://doi.org/10.1007/978-981-16-2123-9_57.
NOV 2019 Aejaz Farooq,Farida Khursheed International SCOPUS DOI Predicting next word using RNN & LSTM cells: Statistical Language modelling Fifth International Conference on Image Information Processing (ICIIP), https://doi.org/10.1109/ICIIP47207.2019.8985885
NOV 2019 Mohasin Ahmad, Farida Khursheed International SCOPUS DOI Reconfigurable computing for Image Processing Systems: An overview 5th International Conference on Nanotechnology for Better Living (NBL – 2019)
NOV 2019 Beenish Habib, Farida Khursheed International SCOPUS DOI DDoS Mitigation in Eucalyptus Cloud Platform Using Snort and Packet Filtering—IP-Tables 4th International Conference on Information Systems and Computer Networks (ISCON)
SEP 2016 B Ashaq Hussain, Beenish Habib, Farida Khursheed International SCOPUS DOI Experimental Analysis of DDOS Attack and its Detection in Eucalyptus Private Cloud Platform IEEE International Symposium on Advances inApplied Informatics(SAI’16)
SEP 2014 Shoib Amin Banday, Prof. A.H.Mir, Farida Khursheed International SCOPUS ISSN Multimodal Biometric Template Access Control using Fingerprint data Encrypted by Iris Data International Conference on Electrical ,Electronics and Communication Engineering, IEEE.
2014 R. K. Jha and Farida Khursheed International SCOPUS DOI Performance analysis of enhanced secure socket layer protocol International Conference on Communication and Network Technologies, 2014, pp. 319-323, doi: 10.1109/CNT.2014.7062777.
SEP 2013 Farida Khursheed, Prof. A.H.Mir International SCOPUS ISSN Time Series Model Based Personal Verification Using Ear Biometrics 4th International Conference on Computer and Communication Technology (ICCCT)
JUL 2013 Shrjan. Farida Khursheed International SCOPUS ISSN Multi-unit Iris biometric fusion using Gray Level Co-occurrences Matrix features International Conference on Advanced Electronics Systems.
2007 Farida Khursheed, Prof. A.H.Mir International SCOPUS DOI Fuzzy logic based data hiding Indo-US-Conference and Workshop on Cyber Security, Cyber Crime and Cyber Forensics
2006 Farida Khursheed, Prof. A.H.Mir International SCOPUS DOI Combining texture parameters with fuzzy logic based image enhancement for identification of diseases in CT images IEEE, 2006, DOI: 10.1109/HEALTH.2006.246461

Book Published

  • M Abdul Jawad and Farida Khursheed, "Machine Learning-Aided Automatic Detection of Breast Cancer: A Survey." In the Handbook of Research on Applied Intelligence for Health and Clinical Informatics, IGI Global, 2022, pp. 274-290. https://doi.org/10.4018/978-1-7998-7709-7.ch016, 2022
  • Mohassin Ahmad and Farida Khursheed, Digital Image Forgery Detection Approaches: A Review, In the book Applications of Artificial Intelligence in Engineering, Springer 2021, 2021