{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,5]],"date-time":"2026-02-05T11:48:14Z","timestamp":1770292094197,"version":"3.49.0"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,10,30]],"date-time":"2022-10-30T00:00:00Z","timestamp":1667088000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,10,30]],"date-time":"2022-10-30T00:00:00Z","timestamp":1667088000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,10,30]]},"DOI":"10.1109\/wpmc55625.2022.10014866","type":"proceedings-article","created":{"date-parts":[[2023,1,20]],"date-time":"2023-01-20T14:12:29Z","timestamp":1674223949000},"page":"23-28","source":"Crossref","is-referenced-by-count":7,"title":["Smart LSTM-based IDS for Heterogeneous IoT (HetIoT)"],"prefix":"10.1109","author":[{"given":"Shalaka S.","family":"Mahadik","sequence":"first","affiliation":[{"name":"Birla Institute of Technology and Science Pilani,Dubai Campus,UAE"}]},{"given":"Pranav M.","family":"Pawar","sequence":"additional","affiliation":[{"name":"Birla Institute of Technology and Science Pilani,Dubai Campus,UAE"}]},{"given":"Raja","family":"Muthalagu","sequence":"additional","affiliation":[{"name":"Birla Institute of Technology and Science Pilani,Dubai Campus,UAE"}]},{"given":"Neeli Rashmi","family":"Prasad","sequence":"additional","affiliation":[{"name":"TrustedMobi &#x201C;VehicleAvatar Inc.&#x201D;, Mountain View,CA,USA"}]},{"given":"Dnyaeshwar","family":"Mantri","sequence":"additional","affiliation":[{"name":"Sinhgad Institute of Technology,Lonavala,India"}]}],"member":"263","reference":[{"key":"ref10","first-page":"491","article-title":"Distributed Denial of Service Attack Detection using Deep Learning Approaches","author":"meenakshi","year":"0","journal-title":"2021 8th International Conf on Computing for Sustainable Global Development (INDIACom)"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-021-00448-4"},{"key":"ref12","author":"gandhi","year":"0","journal-title":"A Look at Gradient Descent and RMSprop Optimizers"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CSCloud-EdgeCom49738.2020.00020"},{"key":"ref14","first-page":"1","article-title":"Analysis of Machine Learning Classifiers for Early Detection of DDoS Attacks on IoT Devices","author":"gaur","year":"2021","journal-title":"Arabian Journal for Science and Engineering"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CCST.2019.8888419"},{"key":"ref16","year":"0","journal-title":"CICDDoS2019 Dataset"},{"key":"ref17","author":"patil","year":"0","journal-title":"Exploratory Data Analysis"},{"key":"ref18","first-page":"391","article-title":"DDoSnet A Deeplearning Model for Detecting Network Attacks","author":"elsayed","year":"0","journal-title":"IEEE Symposium on A World of Wireless Mobile and Multimedia Networks (WoWMoM)"},{"key":"ref19","author":"aditya","year":"0","journal-title":"Principal Component Analysis (PCA)"},{"key":"ref4","year":"0","journal-title":"Cicsco DDoS Annual Report (white paper)"},{"key":"ref3","year":"0","journal-title":"Cloudfare-Famous DDoS attack"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2021.107871"},{"key":"ref5","first-page":"93","article-title":"A Deep Learning based approach for DDoS attack Detection in IoT-enabled Smart environments","volume":"8","author":"badamasi","year":"2020","journal-title":"International Journal of Computer Networks and Commu Security"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/electronics10111257"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3390\/electronics10080918"},{"key":"ref2","article-title":"IoT-Based DDoS Attacks Are Growing and Making Use of Common Vulnerabilities","author":"scott","year":"0"},{"key":"ref1","doi-asserted-by":"crossref","first-page":"2011","DOI":"10.1109\/COMST.2018.2803740","article-title":"How Can Heterogeneous Internet of Things build our Future A survey","volume":"20","author":"qiu","year":"2018","journal-title":"IEEE Communications Surveys & Tutorials"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2993782"},{"key":"ref20","author":"brownlee","year":"0","journal-title":"Hyperparameter Optimization With Random Search and Grid Search"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2022.102748"},{"key":"ref21","author":"divyang","year":"0","journal-title":"Comparison of Sigmoid Tanh and ReLU Activation Functions"},{"key":"ref23","author":"versloot","year":"0","journal-title":"How-to-use-sparse-categorical-crossentropy-in-keras"}],"event":{"name":"2022 25th International Symposium on Wireless Personal Multimedia Communications (WPMC)","location":"Herning, Denmark","start":{"date-parts":[[2022,10,30]]},"end":{"date-parts":[[2022,11,2]]}},"container-title":["2022 25th International Symposium on Wireless Personal Multimedia Communications (WPMC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10014682\/10014702\/10014866.pdf?arnumber=10014866","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,20]],"date-time":"2023-02-20T16:56:17Z","timestamp":1676912177000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10014866\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,30]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/wpmc55625.2022.10014866","relation":{},"subject":[],"published":{"date-parts":[[2022,10,30]]}}}