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@ -1,6 +1,6 @@
@inproceedings{deldari2020espresso,
title={Entropy and ShaPe awaRe timE-Series SegmentatiOn for processing heterogeneous sensor data},
author={Deldari, Shohreh and Smith, Daniel V. and Sadri, Amin and Salim, Flora D. },
author={Deldari, Shohreh and Smith, Daniel V. and Sadri and Amin and Salim and Flora D. },
journal={Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT)},
volume={4},
number={3},
@ -11,7 +11,7 @@
}
@inproceedings{10.1145/3081333.3081340,
author = {Virmani, Aditya and Shahzad, Muhammad},
author = {Virmani and Aditya and Shahzad and Muhammad},
title = {Position and Orientation Agnostic Gesture Recognition Using WiFi},
year = {2017},
isbn = {9781450349284},
@ -30,7 +30,7 @@ series = {MobiSys '17}
@article{aminikhanghahi2018real,
title={Real-time change point detection with application to smart home time series data},
author={Aminikhanghahi, Samaneh and Wang, Tinghui and Cook, Diane J},
author={Aminikhanghahi, Samaneh and Wang and Tinghui and Cook and Diane J},
journal={IEEE Transactions on Knowledge and Data Engineering},
volume={31},
number={5},
@ -43,7 +43,7 @@ series = {MobiSys '17}
@article{xiao2022self,
title={Self-Supervised Few-Shot Time-series Segmentation for Activity Recognition},
author={Xiao, Chunjing and Chen, Shiming and Zhou, Fan and Wu, Jie},
author={Xiao, Chunjing and Chen, Shiming and Zhou and Fan and Wu and Jie},
journal={IEEE Transactions on Mobile Computing},
year={2022},
publisher={IEEE}
@ -54,7 +54,7 @@ series = {MobiSys '17}
url = {https://arxiv.org/abs/2207.09925},
author = {Xu, Leiyang and Wang, Qiang and Lin, Xiaotian and Yuan, Lin},
author = {Xu, Leiyang and Wang, Qiang and Lin and Xiaotian and Yuan and Lin},
keywords = {Computer Vision and Pattern Recognition (cs.CV), FOS: Computer and information sciences, FOS: Computer and information sciences},
@ -69,7 +69,7 @@ series = {MobiSys '17}
@article{sarker2018individualized,
title={Individualized time-series segmentation for mining mobile phone user behavior},
author={Sarker, Iqbal H and Colman, Alan and Kabir, Muhammad Ashad and Han, Jun},
author={Sarker, Iqbal H and Colman, Alan and Kabir and Muhammad Ashad and Han and Jun},
journal={The Computer Journal},
volume={61},
number={3},
@ -78,13 +78,22 @@ series = {MobiSys '17}
publisher={Oxford University Press}
}
@article{4445667, author={Liu, Xiaoyan and Lin, Zhenjiang and Wang, Huaiqing}, journal={IEEE Transactions on Knowledge and Data Engineering}, title={Novel Online Methods for Time Series Segmentation}, year={2008}, volume={20}, number={12}, pages={1616-1626}, doi={10.1109/TKDE.2008.29}}
@article{4445667, author={Liu, Xiaoyan and Lin, Zhenjiang and Wang, Huaiqing}, journal={IEEE Transactions on Knowledge and Data Engineering}, title={Novel Online Methods for Time Series Segmentation}, year={2008}, volume={20}, number={12}, pages={1616-1626}, doi={10.1109/TKDE.2008.29}}
@article{4160958, author={Yujian, Li and Bo, Liu}, journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, title={A Normalized Levenshtein Distance Metric}, year={2007}, volume={29}, number={6}, pages={1091-1095}, doi={10.1109/TPAMI.2007.1078}}
@article{4160958,
author={Yujian, Li and Bo, Liu},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
title={A Normalized Levenshtein Distance Metric},
year={2007},
volume={29},
number={6},
pages={1091-1095},
doi={10.1109/TPAMI.2007.1078}
}
@article{aminikhanghahi2017survey,
title={A survey of methods for time series change point detection},
author={Aminikhanghahi, Samaneh and Cook, Diane J},
author={Aminikhanghahi and Samaneh and Cook and Diane J},
journal={Knowledge and information systems},
volume={51},
number={2},
@ -105,7 +114,7 @@ series = {MobiSys '17}
@misc{articlemlcs,
title = {Side-channel Based Runtime Intrusion Detection for Network Equipment},
author = {Arthur Grisel-Davy, Goksen U. Guler, Julian Dickert, Philippe Vibien, Waleed Khan, Jack Morgan, Carlos Moreno, and Sebastian Fischmeister},
author = {Arthur Grisel-Davy and Goksen U. Guler and Julian Dickert and Philippe Vibien and Waleed Khan and Jack Morgan and Carlos Moreno and Sebastian Fischmeister},
year = {2023},
Journal = {Machine Learning for Cyber Security. ML4CS 2023}
}
@ -135,7 +144,7 @@ booktitle = "Proceedings of the 8th International Conference on Energy Efficienc
@inproceedings{kocher1996timing,
title={Timing attacks on implementations of Diffie-Hellman, RSA, DSS, and other systems},
author={Kocher, Paul C},
author={Kocher and Paul C},
booktitle={Advances in Cryptology—CRYPTO’96: 16th Annual International Cryptology Conference Santa Barbara, California, USA August 18--22, 1996 Proceedings 16},
pages={104--113},
year={1996},
@ -144,7 +153,7 @@ booktitle = "Proceedings of the 8th International Conference on Energy Efficienc
@article{villalobos2021flexible,
title={A flexible alarm prediction system for smart manufacturing scenarios following a forecaster--analyzer approach},
author={Villalobos, Kevin and Suykens, Johan and Illarramendi, Arantza},
author={Villalobos, Kevin and Suykens and Johan and Illarramendi and Arantza},
journal={Journal of Intelligent Manufacturing},
volume={32},
pages={1323--1344},
@ -154,7 +163,7 @@ booktitle = "Proceedings of the 8th International Conference on Energy Efficienc
@article{belikovetsky2018digital,
title={Digital audio signature for 3D printing integrity},
author={Belikovetsky, Sofia and Solewicz, Yosef A and Yampolskiy, Mark and Toh, Jinghui and Elovici, Yuval},
author={Belikovetsky, Sofia and Solewicz, Yosef A and Yampolskiy, Mark and Toh and Jinghui and Elovici and Yuval},
journal={IEEE Transactions on Information Forensics and Security},
volume={14},
number={5},
@ -165,7 +174,7 @@ booktitle = "Proceedings of the 8th International Conference on Energy Efficienc
@article{al2016forensics,
title={Forensics of thermal side-channel in additive manufacturing systems},
author={Al Faruque, Mohammad Abdullah and Chhetri, Sujit Rokka and Canedo, A and Wan, J},
author={Al Faruque, Mohammad Abdullah and Chhetri, Sujit Rokka and Canedo and A and Wan and J},
journal={University of California, Irvine},
volume={12},
number={13},
@ -174,7 +183,7 @@ booktitle = "Proceedings of the 8th International Conference on Energy Efficienc
}
@article{10.1145/3571288,
author = {Thakur, Shailja and Moreno, Carlos and Fischmeister, Sebastian},
author = {Thakur, Shailja and Moreno and Carlos and Fischmeister and Sebastian},
title = {CANOA: CAN Origin Authentication Through Power Side-Channel Monitoring},
year = {2022},
publisher = {Association for Computing Machinery},
@ -191,7 +200,7 @@ keywords = {CAN, transmissions, authentication, automotive security}
@article{gatlin2019detecting,
title={Detecting sabotage attacks in additive manufacturing using actuator power signatures},
author={Gatlin, Jacob and Belikovetsky, Sofia and Moore, Samuel B and Solewicz, Yosef and Elovici, Yuval and Yampolskiy, Mark},
author={Gatlin, Jacob and Belikovetsky, Sofia and Moore, Samuel B and Solewicz, Yosef and Elovici and Yuval and Yampolskiy and Mark},
journal={IEEE Access},
volume={7},
pages={133421--133432},
@ -215,7 +224,7 @@ abstract = {Effective feedback can reduce building power consumption and carbon
@INPROCEEDINGS{9934955,
author={Grisel-Davy, Arthur and Bhogayata, Amrita Milan and Pabbi, Srijan and Narayan, Apurva and Fischmeister, Sebastian},
author={Grisel-Davy, Arthur and Bhogayata, Amrita Milan and Pabbi, Srijan and Narayan and Apurva and Fischmeister and Sebastian},
booktitle={2022 International Conference on Embedded Software (EMSOFT)},
@ -233,7 +242,7 @@ abstract = {Effective feedback can reduce building power consumption and carbon
@INPROCEEDINGS{9061783,
author={Li, Yanjie and He, Ruiwen and Ji, Xiaoyu and Xu, Wenyuan},
author={Li, Yanjie and He, Ruiwen and Ji and Xiaoyu and Xu and Wenyuan},
booktitle={2019 IEEE 3rd Conference on Energy Internet and Energy System Integration (EI2)},
@ -251,7 +260,7 @@ abstract = {Effective feedback can reduce building power consumption and carbon
@article{ilgun1995state,
title={State transition analysis: A rule-based intrusion detection approach},
author={Ilgun, Koral and Kemmerer, Richard A and Porras, Phillip A},
author={Ilgun, Koral and Kemmerer and Richard A and Porras and Phillip A},
journal={IEEE transactions on software engineering},
volume={21},
number={3},
@ -280,7 +289,7 @@ abstract = {Effective feedback can reduce building power consumption and carbon
@article{kumar2020integrated,
title={An integrated rule based intrusion detection system: analysis on UNSW-NB15 data set and the real time online dataset},
author={Kumar, Vikash and Sinha, Ditipriya and Das, Ayan Kumar and Pandey, Subhash Chandra and Goswami, Radha Tamal},
author={Kumar, Vikash and Sinha, Ditipriya and Das, Ayan Kumar and Pandey and Subhash Chandra and Goswami and Radha Tamal},
journal={Cluster Computing},
volume={23},
pages={1397--1418},
@ -290,7 +299,7 @@ abstract = {Effective feedback can reduce building power consumption and carbon
@article{uddin2018activity,
title={Activity recognition for cognitive assistance using body sensors data and deep convolutional neural network},
author={Uddin, Md Zia and Hassan, Mohammad Mehedi},
author={Uddin and Md Zia and Hassan and Mohammad Mehedi},
journal={IEEE Sensors Journal},
volume={19},
number={19},
@ -301,7 +310,7 @@ abstract = {Effective feedback can reduce building power consumption and carbon
@article{wannenburg2016physical,
title={Physical activity recognition from smartphone accelerometer data for user context awareness sensing},
author={Wannenburg, Johan and Malekian, Reza},
author={Wannenburg and Johan and Malekian and Reza},
journal={IEEE Transactions on Systems, Man, and Cybernetics: Systems},
volume={47},
number={12},
@ -312,7 +321,7 @@ abstract = {Effective feedback can reduce building power consumption and carbon
@inproceedings{bodor2003vision,
title={Vision-based human tracking and activity recognition},
author={Bodor, Robert and Jackson, Bennett and Papanikolopoulos, Nikolaos},
author={Bodor, Robert and Jackson and Bennett and Papanikolopoulos and Nikolaos},
booktitle={Proc. of the 11th Mediterranean Conf. on Control and Automation},
volume={1},
pages={1--6},
@ -322,7 +331,7 @@ abstract = {Effective feedback can reduce building power consumption and carbon
@article{zhang2019numerical,
title={Numerical delineation of 3D unsteady flow fields in side channel pumps for engineering processes},
author={Zhang, Fan and Chen, Ke and Appiah, Desmond and Hu, Bo and Yuan, Shouqi and Asomani, Stephen Ntiri},
author={Zhang, Fan and Chen, Ke and Appiah, Desmond and Hu, Bo and Yuan and Shouqi and Asomani and Stephen Ntiri},
journal={Energies},
volume={12},
number={7},
@ -333,7 +342,7 @@ abstract = {Effective feedback can reduce building power consumption and carbon
@INPROCEEDINGS{4393062,
author={Zhou, Wei and Habetler, Thomas G. and Harley, Ronald G.},
author={Zhou, Wei and Habetler and Thomas G. and Harley and Ronald G.},
booktitle={2007 IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives},
@ -351,7 +360,7 @@ abstract = {Effective feedback can reduce building power consumption and carbon
@article{yang2016power,
title={Power consumption based android malware detection},
author={Yang, Hongyu and Tang, Ruiwen},
author={Yang and Hongyu and Tang and Ruiwen},
journal={Journal of Electrical and Computer Engineering},
volume={2016},
year={2016},
@ -360,7 +369,7 @@ abstract = {Effective feedback can reduce building power consumption and carbon
@article{chawla2021machine,
title={Machine learning in wavelet domain for electromagnetic emission based malware analysis},
author={Chawla, Nikhil and Kumar, Harshit and Mukhopadhyay, Saibal},
author={Chawla, Nikhil and Kumar and Harshit and Mukhopadhyay and Saibal},
journal={IEEE Transactions on Information Forensics and Security},
volume={16},
pages={3426--3441},
@ -369,7 +378,7 @@ abstract = {Effective feedback can reduce building power consumption and carbon
}
@article{wang2015measurement,
title={Measurement system of gear parameters based on machine vision},
author={Wang, Wencheng and Guan, Fengnian and Ma, Shiyong and Li, Jian},
author={Wang, Wencheng and Guan, Fengnian and Ma and Shiyong and Li and Jian},
journal={Measurement and Control},
volume={48},
number={8},
@ -380,7 +389,7 @@ abstract = {Effective feedback can reduce building power consumption and carbon
@ARTICLE{1702202,
author={Denning, D.E.},
author={Denning and D.E.},
journal={IEEE Transactions on Software Engineering},
@ -398,7 +407,7 @@ abstract = {Effective feedback can reduce building power consumption and carbon
@INPROCEEDINGS{9491765,
author={Alsmadi, Tibra and Alqudah, Nour},
author={Alsmadi and Tibra and Alqudah and Nour},
booktitle={2021 International Conference on Information Technology (ICIT)},
@ -415,7 +424,7 @@ abstract = {Effective feedback can reduce building power consumption and carbon
doi={10.1109/ICIT52682.2021.9491765}}
@inproceedings{10.1145/2940343.2940348,
author = {Malik, Jyoti and Kaushal, Rishabh},
author = {Malik and Jyoti and Kaushal and Rishabh},
title = {CREDROID: Android Malware Detection by Network Traffic Analysis},
year = {2016},
isbn = {9781450343466},
@ -435,7 +444,7 @@ series = {PAMCO '16}
@article{jelali2013statistical,
title={Statistical process control},
author={Jelali, Mohieddine and Jelali, Mohieddine},
author={Jelali and Mohieddine and Jelali and Mohieddine},
journal={Control Performance Management in Industrial Automation: Assessment, Diagnosis and Improvement of Control Loop Performance},
pages={209--217},
year={2013},
@ -444,7 +453,7 @@ series = {PAMCO '16}
@inproceedings{tongaonkar2007inferring,
title={Inferring Higher Level Policies from Firewall Rules.},
author={Tongaonkar, Alok and Inamdar, Niranjan and Sekar, R},
author={Tongaonkar, Alok and Inamdar and Niranjan and Sekar and R},
booktitle={LISA},
volume={7},
pages={1--10},
@ -453,7 +462,7 @@ series = {PAMCO '16}
@article{aly2005survey,
title={Survey on multiclass classification methods},
author={Aly, Mohamed},
author={Aly and Mohamed},
journal={Neural Netw},
volume={19},
number={1-9},
@ -484,7 +493,7 @@ year={2023},
@article{gupta2021novel,
title={A novel failure mode effect and criticality analysis (FMECA) using fuzzy rule-based method: A case study of industrial centrifugal pump},
author={Gupta, Gajanand and Ghasemian, Hamed and Janvekar, Ayub Ahmed},
author={Gupta, Gajanand and Ghasemian and Hamed and Janvekar and Ayub Ahmed},
journal={Engineering Failure Analysis},
volume={123},
pages={105305},
@ -493,7 +502,7 @@ year={2023},
}
@inproceedings{10.1145/2976749.2978353,
author = {Genkin, Daniel and Pachmanov, Lev and Pipman, Itamar and Tromer, Eran and Yarom, Yuval},
author = {Genkin, Daniel and Pachmanov, Lev and Pipman, Itamar and Tromer and Eran and Yarom and Yuval},
title = {ECDSA Key Extraction from Mobile Devices via Nonintrusive Physical Side Channels},
year = {2016},
isbn = {9781450341394},
@ -512,7 +521,7 @@ series = {CCS '16}
@article{randolph2020power,
title={Power side-channel attack analysis: A review of 20 years of study for the layman},
author={Randolph, Mark and Diehl, William},
author={Randolph and Mark and Diehl and William},
journal={Cryptography},
volume={4},
number={2},
@ -523,7 +532,7 @@ series = {CCS '16}
@article{micucci2017unimib,
title={Unimib shar: A dataset for human activity recognition using acceleration data from smartphones},
author={Micucci, Daniela and Mobilio, Marco and Napoletano, Paolo},
author={Micucci, Daniela and Mobilio and Marco and Napoletano and Paolo},
journal={Applied Sciences},
volume={7},
number={10},
@ -534,7 +543,7 @@ series = {CCS '16}
@article{truong2020selective,
title={Selective review of offline change point detection methods},
author={Truong, Charles and Oudre, Laurent and Vayatis, Nicolas},
author={Truong, Charles and Oudre and Laurent and Vayatis and Nicolas},
journal={Signal Processing},
volume={167},
pages={107299},
@ -543,7 +552,7 @@ series = {CCS '16}
}
@inproceedings{10.1145/3371158.3371162,
author = {Narwariya, Jyoti and Malhotra, Pankaj and Vig, Lovekesh and Shroff, Gautam and Vishnu, T. V.},
author = {Narwariya, Jyoti and Malhotra, Pankaj and Vig, Lovekesh and Shroff and Gautam and Vishnu and T. V.},
title = {Meta-Learning for Few-Shot Time Series Classification},
year = {2020},
isbn = {9781450377386},
@ -562,7 +571,7 @@ series = {CoDS COMAD 2020}
@article{tang2019few,
title={Few-shot time-series classification with dual interpretability},
author={Tang, Wensi and Liu, Lu and Long, Guodong},
author={Tang, Wensi and Liu and Lu and Long and Guodong},
journal={Space},
volume={2},
number={T1},
@ -572,7 +581,7 @@ series = {CoDS COMAD 2020}
@INPROCEEDINGS{9647357,
author={Gupta, Priyanka and Bhaskarpandit, Sathvik and Gupta, Manik},
author={Gupta, Priyanka and Bhaskarpandit and Sathvik and Gupta and Manik},
booktitle={2021 Digital Image Computing: Techniques and Applications (DICTA)},
@ -590,7 +599,7 @@ series = {CoDS COMAD 2020}
@article{duin1997experiments,
title={Experiments with a featureless approach to pattern recognition},
author={Duin, Robert PW and de Ridder, Dick and Tax, David MJ},
author={Duin, Robert PW and de Ridder and Dick and Tax and David MJ},
journal={Pattern Recognition Letters},
volume={18},
number={11-13},
@ -601,7 +610,7 @@ series = {CoDS COMAD 2020}
@INPROCEEDINGS{8598355,
author={Dash, Prajna and Naik, Kshirasagar},
author={Dash and Prajna and Naik and Kshirasagar},
booktitle={2018 IEEE Electrical Power and Energy Conference (EPEC)},
@ -619,7 +628,7 @@ series = {CoDS COMAD 2020}
@article{angelis2022nilm,
title={NILM applications: Literature review of learning approaches, recent developments and challenges},
author={Angelis, Georgios-Fotios and Timplalexis, Christos and Krinidis, Stelios and Ioannidis, Dimosthenis and Tzovaras, Dimitrios},
author={Angelis, Georgios-Fotios and Timplalexis, Christos and Krinidis, Stelios and Ioannidis and Dimosthenis and Tzovaras and Dimitrios},
journal={Energy and Buildings},
pages={111951},
year={2022},
@ -670,7 +679,7 @@ howpublished = {https://github.com/fchollet/keras},
@article{sklearn,
title={Scikit-learn: Machine Learning in {P}ython},
author={Pedregosa, F. et al.},
author={Pedregosa and F. et al.},
journal={Journal of Machine Learning Research},
volume={12},
pages={2825--2830},
@ -679,7 +688,7 @@ howpublished = {https://github.com/fchollet/keras},
@INPROCEEDINGS{1253591,
author={Saputra, H. and Vijaykrishnan, N. and Kandemir, M. and Irwin, M.J. and Brooks, R. and Kim, S. and Zhang, W.},
author={Saputra, H. and Vijaykrishnan, N. and Kandemir, M. and Irwin, M.J. and Brooks, R. and Kim and S. and Zhang and W.},
booktitle={2003 Design, Automation and Test in Europe Conference and Exhibition},
@ -698,7 +707,7 @@ howpublished = {https://github.com/fchollet/keras},
@ARTICLE{6918465,
author={Khedkar, Ganesh and Kudithipudi, Dhireesha and Rose, Garrett S.},
author={Khedkar, Ganesh and Kudithipudi and Dhireesha and Rose and Garrett S.},
journal={IEEE Transactions on Nanotechnology},