![Tingting Li](https://profiles-cardiff.imgix.net/attachments/1591?w=200&h=200&auto=format&crop=faces&fit=crop&q=90")
Dr Tingting Li
(Mae hi'n)
Darlithydd
Yr Ysgol Cyfrifiadureg a Gwybodeg
- LiT29@caerdydd.ac.uk
- +44 29208 79153
- Abacws, Ystafell Ystafell 5.23, Ffordd Senghennydd, Cathays, Caerdydd, CF24 4AG
- Ar gael fel goruchwyliwr ôl-raddedig
Trosolwyg
NEWYDDION (02/2023): Mae gen i swydd PhD wedi'i hariannu ar Seibergadernid Systemau Seiber-Ffisegol. Gweler y manylion yma: Gwella Cydnerthedd Seiber-Ffisegol Systemau trwy Arallgyfeirio Dynamig
NEWYDDION (04/2021): Mae gen i swydd PhD wedi'i hariannu ar Seiberddiogelwch ar gyfer Cerbydau Ymreolaethol. Gweler manylion yma: System Cymorth Penderfyniadau ar Bolisïau Seiberddiogelwch ar gyfer Cerbydau Ymreolaethol
Ar hyn o bryd mae Dr Tingting Li yn Ddarlithydd (Athro Cynorthwyol) mewn Seiberddiogelwch ym Mhrifysgol Caerdydd. Mae ei diddordebau ymchwil yn bennaf mewn AI ar gyfer seiberddiogelwch, cynrychiolaeth gwybodaeth a rhesymu.
Cyn ymuno â Chaerdydd, roedd hi'n Gydymaith Ymchwil Ôl-ddoethurol yn y Sefydliad Gwyddoniaeth a Thechnoleg Diogelwch, Coleg Imperial Llundain. Enillodd ei gradd PhD mewn Deallusrwydd Artiffisial o Brifysgol Caerfaddon. Derbyniodd ei gradd MSc mewn Cyfrifiadura (Coleg Imperial Llundain) a'i gradd baglor mewn Diogelwch Gwybodaeth (Prifysgol Xidian, Tsieina).
Ewch i'w tudalen bersonol am fwy o fanylion.
Cyhoeddiad
2020
- Li, T., Feng, C. and Hankin, C. 2020. Scalable approach to enhancing ICS resilience by network diversity. Presented at: The 50th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2020), València, Spain, 29 June - 02 July 2020.
2017
- King, T. C., De Vos, M., Dignum, V., Jonker, C. M., Li, T., Padget, J. and van Riemsdijk, M. B. 2017. Automated multi-level governance compliance checking. Autonomous Agents and Multi-Agent Systems 31(6), pp. 1283-1343. (10.1007/s10458-017-9363-y)
- Li, T. and Hankin, C. 2017. Effective defence against zero-day exploits using Bayesian networks. Presented at: 11th International Conference, Critical Information Infrastructures Security, CRITIS, Paris, France, 10–12 Oct 2016Critical Information Infrastructures Security, Vol. 10242. Springer Verlag pp. 123-136., (10.1007/978-3-319-71368-7_11)
- Feng, C., Li, T. and Chana, D. 2017. Multi-level anomaly detection in industrial control systems via package signatures and LSTM networks. Presented at: 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, Denver, CO, USA, 26-29 June 201747th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN). pp. 261-272., (10.1109/DSN.2017.34)
2016
- Fielder, A., Li, T. and Hankin, C. 2016. Defense-in-depth vs. critical component defense for industrial control systems. Presented at: 4th International Symposium for ICS & SCADA Cyber Security Research 2016 (ICS-CSR 2016), Belfast, Ireland, United Kingdom, 23-25 August 2016ICS-CSR '16: Proceedings of the 4th International Symposium for ICS & SCADA Cyber Security Research 2016. BCS Learning & Development Ltd. pp. 1-10., (10.14236/ewic/ICS2016.1)
- Fielder, A., Li, T. and Hankin, C. 2016. Modelling cost-effectiveness of defenses in industrial control systems. Presented at: International Conference on Computer Safety, Reliability, and Security (SafeComp 2016), Trondheim, Norway, 20-23 September 2016 Presented at Skavhaug, A., Guiochet, J. and Bitsch, F. eds.Computer Safety, Reliability, and Security: 35th International Conference, SAFECOMP 2016, Trondheim, Norway, September 21-23, 2016, Proceedings, Vol. 9922. Lecture Notes in Computer Science series and Programming and Software Engineering series Springer Verlag pp. 187-200., (10.1007/978-3-319-45477-1_15)
- Padget, J., ElDeen Elakehal, E., Li, T. and De Vos, M. 2016. InstAL: An institutional action language. In: Social Coordination Frameworks for Social Technical Systems., Vol. 30. Law, Governance and Technology Series, pp. 101-124., (10.1007/978-3-319-33570-4_6)
2015
- King, T. C., Li, T., Vos, M. D., Dignum, V., Jonker, C. M., Padget, J. and van Riemsdijk, M. B. 2015. A framework for institutions governing institutions. Presented at: International Conference on Autonomous Agents and Multiagent Systems (AAMAS '15), Istanbul, Turkey, 4-8 May 2015AAMAS '15: Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems. Richmond, SC, USA: International Foundation for Autonomous Agents and Multiagent Systems pp. 473-481., (10.5555/2772879.2772940)
2013
- Lee, J., Li, T. and Padget, J. 2013. Towards polite virtual agents using social reasoning techniques. Computer Animation and Virtual Worlds 24(3-4), pp. 335-343. (10.1002/cav.1517)
- Li, T., Balke, T., De Vos, M., Padget, J. and Satoh, K. 2013. A model-based approach to the automatic revision of secondary legislation. Presented at: ICAIL 2013: XIV International Conference on Artificial Intelligence and Law, Rome, Italy, 10-14 June 2013ICAIL '13: Proceedings of the Fourteenth International Conference on Artificial Intelligence and Law. New York, NY, USA: ACM pp. 202-206., (10.1145/2514601.2514627)
- Li, T., Balke, T., De Vos, M., Satoh, K. and Padget, J. 2013. Detecting conflicts in legal systems. Presented at: JSAI-isAI 2012: New Frontiers in Artificial Intelligence, Miyazaki, Japan, 30 November - 1 December 2012New Frontiers in Artificial Intelligence. JSAI-isAI 2012, Vol. 7856. Lecture Notes in Computer Science Springer Verlag pp. 174-189., (10.1007/978-3-642-39931-2_13)
Articles
- King, T. C., De Vos, M., Dignum, V., Jonker, C. M., Li, T., Padget, J. and van Riemsdijk, M. B. 2017. Automated multi-level governance compliance checking. Autonomous Agents and Multi-Agent Systems 31(6), pp. 1283-1343. (10.1007/s10458-017-9363-y)
- Lee, J., Li, T. and Padget, J. 2013. Towards polite virtual agents using social reasoning techniques. Computer Animation and Virtual Worlds 24(3-4), pp. 335-343. (10.1002/cav.1517)
Book sections
- Padget, J., ElDeen Elakehal, E., Li, T. and De Vos, M. 2016. InstAL: An institutional action language. In: Social Coordination Frameworks for Social Technical Systems., Vol. 30. Law, Governance and Technology Series, pp. 101-124., (10.1007/978-3-319-33570-4_6)
Conferences
- Li, T., Feng, C. and Hankin, C. 2020. Scalable approach to enhancing ICS resilience by network diversity. Presented at: The 50th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2020), València, Spain, 29 June - 02 July 2020.
- Li, T. and Hankin, C. 2017. Effective defence against zero-day exploits using Bayesian networks. Presented at: 11th International Conference, Critical Information Infrastructures Security, CRITIS, Paris, France, 10–12 Oct 2016Critical Information Infrastructures Security, Vol. 10242. Springer Verlag pp. 123-136., (10.1007/978-3-319-71368-7_11)
- Feng, C., Li, T. and Chana, D. 2017. Multi-level anomaly detection in industrial control systems via package signatures and LSTM networks. Presented at: 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, Denver, CO, USA, 26-29 June 201747th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN). pp. 261-272., (10.1109/DSN.2017.34)
- Fielder, A., Li, T. and Hankin, C. 2016. Defense-in-depth vs. critical component defense for industrial control systems. Presented at: 4th International Symposium for ICS & SCADA Cyber Security Research 2016 (ICS-CSR 2016), Belfast, Ireland, United Kingdom, 23-25 August 2016ICS-CSR '16: Proceedings of the 4th International Symposium for ICS & SCADA Cyber Security Research 2016. BCS Learning & Development Ltd. pp. 1-10., (10.14236/ewic/ICS2016.1)
- Fielder, A., Li, T. and Hankin, C. 2016. Modelling cost-effectiveness of defenses in industrial control systems. Presented at: International Conference on Computer Safety, Reliability, and Security (SafeComp 2016), Trondheim, Norway, 20-23 September 2016 Presented at Skavhaug, A., Guiochet, J. and Bitsch, F. eds.Computer Safety, Reliability, and Security: 35th International Conference, SAFECOMP 2016, Trondheim, Norway, September 21-23, 2016, Proceedings, Vol. 9922. Lecture Notes in Computer Science series and Programming and Software Engineering series Springer Verlag pp. 187-200., (10.1007/978-3-319-45477-1_15)
- King, T. C., Li, T., Vos, M. D., Dignum, V., Jonker, C. M., Padget, J. and van Riemsdijk, M. B. 2015. A framework for institutions governing institutions. Presented at: International Conference on Autonomous Agents and Multiagent Systems (AAMAS '15), Istanbul, Turkey, 4-8 May 2015AAMAS '15: Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems. Richmond, SC, USA: International Foundation for Autonomous Agents and Multiagent Systems pp. 473-481., (10.5555/2772879.2772940)
- Li, T., Balke, T., De Vos, M., Padget, J. and Satoh, K. 2013. A model-based approach to the automatic revision of secondary legislation. Presented at: ICAIL 2013: XIV International Conference on Artificial Intelligence and Law, Rome, Italy, 10-14 June 2013ICAIL '13: Proceedings of the Fourteenth International Conference on Artificial Intelligence and Law. New York, NY, USA: ACM pp. 202-206., (10.1145/2514601.2514627)
- Li, T., Balke, T., De Vos, M., Satoh, K. and Padget, J. 2013. Detecting conflicts in legal systems. Presented at: JSAI-isAI 2012: New Frontiers in Artificial Intelligence, Miyazaki, Japan, 30 November - 1 December 2012New Frontiers in Artificial Intelligence. JSAI-isAI 2012, Vol. 7856. Lecture Notes in Computer Science Springer Verlag pp. 174-189., (10.1007/978-3-642-39931-2_13)
- King, T. C., De Vos, M., Dignum, V., Jonker, C. M., Li, T., Padget, J. and van Riemsdijk, M. B. 2017. Automated multi-level governance compliance checking. Autonomous Agents and Multi-Agent Systems 31(6), pp. 1283-1343. (10.1007/s10458-017-9363-y)
- Li, T. and Hankin, C. 2017. Effective defence against zero-day exploits using Bayesian networks. Presented at: 11th International Conference, Critical Information Infrastructures Security, CRITIS, Paris, France, 10–12 Oct 2016Critical Information Infrastructures Security, Vol. 10242. Springer Verlag pp. 123-136., (10.1007/978-3-319-71368-7_11)
- Feng, C., Li, T. and Chana, D. 2017. Multi-level anomaly detection in industrial control systems via package signatures and LSTM networks. Presented at: 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, Denver, CO, USA, 26-29 June 201747th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN). pp. 261-272., (10.1109/DSN.2017.34)
- Fielder, A., Li, T. and Hankin, C. 2016. Defense-in-depth vs. critical component defense for industrial control systems. Presented at: 4th International Symposium for ICS & SCADA Cyber Security Research 2016 (ICS-CSR 2016), Belfast, Ireland, United Kingdom, 23-25 August 2016ICS-CSR '16: Proceedings of the 4th International Symposium for ICS & SCADA Cyber Security Research 2016. BCS Learning & Development Ltd. pp. 1-10., (10.14236/ewic/ICS2016.1)
- Padget, J., ElDeen Elakehal, E., Li, T. and De Vos, M. 2016. InstAL: An institutional action language. In: Social Coordination Frameworks for Social Technical Systems., Vol. 30. Law, Governance and Technology Series, pp. 101-124., (10.1007/978-3-319-33570-4_6)
- King, T. C., Li, T., Vos, M. D., Dignum, V., Jonker, C. M., Padget, J. and van Riemsdijk, M. B. 2015. A framework for institutions governing institutions. Presented at: International Conference on Autonomous Agents and Multiagent Systems (AAMAS '15), Istanbul, Turkey, 4-8 May 2015AAMAS '15: Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems. Richmond, SC, USA: International Foundation for Autonomous Agents and Multiagent Systems pp. 473-481., (10.5555/2772879.2772940)
- Lee, J., Li, T. and Padget, J. 2013. Towards polite virtual agents using social reasoning techniques. Computer Animation and Virtual Worlds 24(3-4), pp. 335-343. (10.1002/cav.1517)
- Li, T., Balke, T., De Vos, M., Padget, J. and Satoh, K. 2013. A model-based approach to the automatic revision of secondary legislation. Presented at: ICAIL 2013: XIV International Conference on Artificial Intelligence and Law, Rome, Italy, 10-14 June 2013ICAIL '13: Proceedings of the Fourteenth International Conference on Artificial Intelligence and Law. New York, NY, USA: ACM pp. 202-206., (10.1145/2514601.2514627)
- Li, T., Balke, T., De Vos, M., Satoh, K. and Padget, J. 2013. Detecting conflicts in legal systems. Presented at: JSAI-isAI 2012: New Frontiers in Artificial Intelligence, Miyazaki, Japan, 30 November - 1 December 2012New Frontiers in Artificial Intelligence. JSAI-isAI 2012, Vol. 7856. Lecture Notes in Computer Science Springer Verlag pp. 174-189., (10.1007/978-3-642-39931-2_13)
Ymchwil
Fy niddordebau ymchwil yw Deallusrwydd Artiffisial a'i gymwysiadau yn Cyber Security. Y nodau ymchwil yr wyf wedi bod yn eu dilyn yw datblygu technegau AI a'u haddasu i ddarparu amddiffyniad deallus i amddiffyn systemau rheoli diwydiannol critigol (ICS), systemau seiber-ffisegol a systemau IoT rhag ymosodiadau seiber. Er mwyn cyflawni hynny, rwyf wedi defnyddio technegau AI traddodiadol i weithredu asesiad risg smart a chaledu rhwydwaith gorau posibl, yn ogystal â defnyddio'r technegau dysgu dwfn diweddaraf i ganfod ymyrraeth gyflym a chywir ac ymosodiadau llechwraidd wedi'u gwella gan AI.
Am y rhestr o fy nghyhoeddiad, ewch i'm tudalen Google Scholar .
Rwyf wedi bod yn rhan o nifer o grantiau o amrywiaeth o ffynonellau. Rhestrir grantiau dethol isod:
| Amrywiaeth-wrth-ddylunio Meintioli tebygrwydd bregusrwydd Rhwydweithiau Rhyng-gysylltiedig Ymchwilydd: Tingting Li (PI) a Pete Burnap Mae'r prosiect Amrywiaeth yn cael ei ariannu gan NCSC fel un o'r prosiectau RITIC. Astudiwyd dulliau seiliedig ar amrywiaeth fel strategaeth effeithiol i wella diogelwch a gwytnwch systemau cymhleth. Nod y prosiect yw mesur amrywiaeth y system trwy nodi strwythurau cydrannau sydd yr un mor agored i niwed mewn systemau rhyng-gysylltiedig. Mae'n defnyddio Rhwydweithiau Nerfol Graff (GNN) a thechnegau dysgu peiriannau eraill yn bennaf i drosi data graff rhwydwaith yn gynrychiolaeth fector a chwilio am strwythurau sydd yr un mor agored i niwed. Yna gallwn werthuso strategaethau arallgyfeirio mewnbwn dynol yn effeithiol cyn eu defnyddio go iawn. Mae'r gwaith arfaethedig hefyd yn darparu ffordd effeithiol o gynrychioli'r CNI a systemau rhyng-gysylltiedig eraill gyda'r ffocws o nodi pwyntiau agored i niwed tebyg o system, sy'n gallu rhoi mewnwelediad i wytnwch y dibyniaethau yn erbyn ymosodiadau a atgynhyrchir ac osgoi methiant rhaeadru. |
| Fframwaith ar gyfer Cybersecurity wedi'i Gyfoethogi gan Risg Metrig-Gyfoethogi Seiberddiogelwch ar gyfer CNI Resilience Ymchwilydd: Yulia Cherdantseva (PI), Tingting Li (Co-I), Pete Burnap a Barney Craggs (Bryste) Nod y prosiect yn y pen draw yw gwella gwytnwch CNI yn y DU trwy alluogi ymateb amserol ac effeithlon i ddigwyddiadau. Er mwyn cyflawni hyn, bydd y prosiect hwn yn darparu Fframwaith ar gyfer creu Gweithlyfrau Chwarae wedi'u cyfoethogi gan Fesureg sy'n Wybodus ar gyfer Seilwaith Cenedlaethol Critigol (FRIMP4CNI). Rydym yn cynnig mynd at lyfrau chwarae ymateb i ddigwyddiadau mewn ffordd sylfaenol wahanol. Yn gyntaf, mae llyfrau chwarae yn y prosiect hwn wedi'u hintegreiddio i brosesau craidd CNI y mae digwyddiad yn effeithio arnynt, gan ddangos sut mae gweithredu ymateb penodol yn effeithio ar brosesau craidd yn ogystal â phrosesau rhyngddibynnol. Yn ail, mae ein llyfrau chwarae yn mynd i'r afael â mwy na chamau gweithredu technegol, maent yn edrych ar agweddau y tu hwnt i dechnoleg, e.e. ymateb gweithredol, materion sy'n ymwneud ag argaeledd a chostau staff, proses adrodd, ymateb gwleidyddol a chyfathrebu. Yn drydydd, mae llyfrau chwarae yn cael eu llywio gan risg oherwydd bod gan bob llyfr chwarae fodel risg cysylltiedig; Ac yn bedwerydd, maent yn cael eu cyfoethogi â metrigau amlochrog sy'n cael eu gyrru gan fusnes sy'n adlewyrchu'r newidiadau y mae digwyddiad yn eu creu ar broses graidd. Y bumed nodwedd yw bod ein llyfrau chwarae yn optimaidd: cymhwysir algorithm optimeiddio i set o strategaethau ymateb amgen i nodi'r llyfr chwarae ymateb gorau posibl ar gyfer pob achos. Mae cyfuniad o'r nodweddion a restrir uchod yn gwneud ein dull gweithredu'n unigryw ac yn caniatáu i'n llyfrau chwarae wasanaethu fel canllaw gweithredu sy'n galluogi gwell ymateb i ddigwyddiadau seiberddiogelwch ac fel offeryn cefnogi penderfyniadau ar lefel y Bwrdd. |
Addysgu
- Arweinydd Modiwl, Systemau Cronfa Ddata CM6125 / CM6625, Semester y Gwanwyn, 2019 - 2020, 2020-2021
- Arweinydd Modiwl, CM6224 / CM6724 Seiberddiogelwch, Semester yr Hydref, 2022 - presennol
Bywgraffiad
- Darlithydd, Prifysgol Caerdydd, 2019 -
- Cydymaith Ymchwil Ôl-ddoethurol, Coleg Imperial Llundain, 2014 - 2019
- PhD mewn Deallusrwydd Artiffisial, Prifysgol Caerfaddon
- MSc mewn Cyfrifiadura, Coleg Imperial Llundain
- BSc mewn Diogelwch Gwybodaeth, Prifysgol Xidian, Tsieina
Meysydd goruchwyliaeth
NEWYDDION (02/2023): Mae gen i swydd PhD wedi'i hariannu ar Seibergadernid Systemau Seiber-Ffisegol. Gweler y manylion yma: Gwella Cydnerthedd Seiber-Ffisegol Systemau trwy Arallgyfeirio Dynamig
NEWYDDION (04/2020): Mae gen i swydd PhD wedi'i hariannu ar gyfer deallusrwydd artiffisial egluradwy a seiberddiogelwch. Anfonwch e-bost ataf os oes gennych ddiddordeb!
Yn gyffredinol, mae gennyf ddiddordeb mewn goruchwylio myfyrwyr yn y meysydd canlynol:
- AI ar gyfer Seiberddiogelwch
- AI alldafladwy ar gyfer Seiberddiogelwch
- Seiberddiogelwch ar gyfer Systemau Rheoli Diwydiannol a seilwaith critigol arall.
- Dysgu Peiriant Gwrthdroadol ar gyfer Seiberddiogelwch
- Systemau aml-asiant
- Cynrychiolaeth Gwybodaeth a Rhesymu
Myfyrwyr PhD cyfredol
Iryna Bernyk (2021- ) ar Bolisïau Seiberddiogelwch ar gyfer Cerbydau Ymreolaethol
Sanyam Vyas (2021- ) ar Amddiffyn Seiber Awtomataidd
Victoria Marcinkiewicz (2021) ar Adfer Ymddiriedaeth mewn Cerbydau Ymreolaethol ar ôl Ymosodiadau Seiber.
Stephen Morris (2023-)
