Shin-Ming Cheng
Shin-Ming Cheng 鄭欣明
Professor · NTUST CSIE
Section

Publications

Selected books, journal articles, conference papers, and disclosed vulnerabilities. Newest first; underlined name denotes corresponding/lead authorship.

Ph.D. Era · co-author P. Lin

NTU CSIE

Supervised by Prof. Phone Lin 林風 (Distinguished Professor, NTU CSIE).
7 Journals 4 Conferences 6 Patents 2 Domestic

Mobility management, AAA / MBMS key management, UMTS GGSN dispatching — foundation work on cellular protocols and inventec dual-mode patents.

Postdoc Era · co-author K.-C. Chen

NTU GICE

Post-Doctoral Research Fellow at the Graduate Institute of Communication Engineering, with Prof. Kwang-Cheng Chen 陳光禎 (now University of South Florida).
9 Journals 6 Conferences 1 Domestic

Cognitive radio, two-tier femto / macro cells, malware propagation in social networks.

Professor Era · 2013 onward

NTUST CSIE

Faculty at NTUST — Assistant (2012) → Associate (2017) → Full Professor (2022); concurrent service at moda ACS (2022 – 2025) and NICS (2025 –).
3 Books 30 Journals 59 Conferences 2 Patents 6 CVEs 2 Domestic

Pivot to security — 5G/O-RAN, IoT malware, AI security. AAAI 2019 AutoZOOM (557 citations).

Books & Book Chapters 3 items

  1. B3
    ProfP.-Y. Chen, S.-M. Cheng, W. C. Ao, H.-Y. Hsu, and K.-C. Chen, "Delay models for epidemic-like routing in multihop secondary networks," invited chapter in Introduction to Cognitive Radio Networks and Applications, G. Tomar, A. Bagwari, and J. Kanti (eds.), CRC Press, July 2016.
  2. B2
    ProfS.-M. Cheng, P.-Y. Chen, and K.-C. Chen, "Malware propagation and control in Internet of Things," invited chapter in Security and Privacy in Internet of Things (IoTs): Models, Algorithms, and Implementations, F. Hu (ed.), CRC Press, Mar. 2016.
  3. B1
    ProfS.-M. Cheng and K.-C. Chen, "Cognitive radios to mitigate interference in macro/femto heterogeneous networks," invited chapter in Heterogeneous Cellular Networks, R. Q. Hu and Y. Qian (eds.), Wiley, June 2013.

International Journals 46 papers

  1. J46
    ProfC.-F. Hung, S.-H. Chang, T.-Y. Hsieh, S.-M. Cheng, T. Ban, and T. Takahashi, "Conformance Testing of F1AP Protocol in 5G O-RAN", IEEE Open Journal of the Communications Society, vol. 7, pp. 407–420, Jan. 2026.
  2. J45
    ProfC.-F. Hung, C.-C. Kuo, and S.-M. Cheng, "Low-rate Denial-of-Service attack detection in Open Radio Access Network: Integrating federated learning", IEEE Vehicular Technology Magazine, vol. 20, no. 4, pp. 75–83, Dec. 2025. SI on AI for 6G O-RAN Intelligent, Cost-Efficient and Secure Automation
  3. J44
    ProfC.-H. Yang, B. M. Maina, S.-M. Cheng, and H.-M. Lee, "An adversarial attack on artificial intelligence malware detection in consumer Internet of Things", IEEE Consumer Electronic Magazine, vol. 14, no. 3, pp. 53–66, May/June 2025. SI on Adversarial Examples in CE: Deceptive Threats to AI Systems
  4. J43
    ProfC.-F. Hung, C.-H. Tseng, and S.-M. Cheng, "Anomaly detection for mitigating xApp and E2 interface threats in O-RAN Near-RT RIC", IEEE Open Journal of the Communications Society, vol. 6, pp. 1682–1694, Mar. 2025.
  5. J42
    ProfG.-Y. Lin, P.-Y. Wang, S.-M. Cheng, and H.-M. Lee, "Improving robustness in IoT malware detection through execution order analysis", ACM Transactions on Embedded Computing Systems, vol. 24, no. 1, Jan. 2025.
  6. J41
    ProfM. B. Mwangi and S.-M. Cheng, "An adversarial attack on ML-based IoT malware detection using binary diversification techniques", IEEE Access, vol. 12, pp. 185172–185186, Dec. 2024.
  7. J40
    ProfS.-M. Cheng, Y.-C. Lui, N.-J. Tsai, and B.-K. Hong, "Toward intelligent IoT endpoint detection and response using digital twins via firmware emulation", IEEE Internet of Things Magazine, vol. 7, no. 6, pp. 20–26, Nov. 2024. SI on IoT Security and Provisioning in Cyber-Enabled Niche Critical Infrastructure
  8. J39
    ProfC.-F. Hung, Y.-R. Chen, C.-H. Tseng, and S.-M. Cheng, "Security threats to xApps access control and E2 interface in O-RAN", IEEE Open Journal of the Communications Society, vol. 5, pp. 1197–1203, Feb. 2024. Top O-RAN Papers of 2024–2025 in OJCOMS
  9. J38
    ProfR. Kaliski and S.-M. Cheng, "Supporting 6G mission critical services on O-RAN", IEEE Internet of Things Magazine, vol. 6, no. 3, pp. 32–37, Sep. 2023. SI on 6G Mission-Critical IoT
  10. J37
    ProfC.-Y. Wu, T. Ban, S.-M. Cheng, T. Takahashi, and D. Inoue, "IoT malware classification based on reinterpreted function-call graphs", Computers & Security, vol. 125, Feb. 2023.
  11. J36
    ProfB.-R. Chen, S.-M. Cheng, and M. B. Mwangi, "A mobility-based epidemic model for IoT malware spread," IEEE Access, vol. 10, pp. 107929–107941, Oct. 2022.
  12. J35
    ProfS.-M. Cheng, B.-K. Hong, and C.-F. Hung, "Attack detection and mitigation in MEC-Enabled 5G networks for AIoT," IEEE Internet of Things Magazine, vol. 5, no. 3, pp. 76–81, Sep. 2022. SI on Secure Communications over IoAIT
  13. J34
    ProfZ. Kotulski, W. Niewolski, T. Nowak, M. Sepczuk, R.-H. Hsu, S.-M. Cheng, S.-C. Chang, T.-Y. Yu, and C.-F. Hung, "ACMEC — Access control in 5G MEC, joint research project of NTUST and WUT," Telecommunications Review – Telecommunications News, vol. 4, pp. 172–176, Apr. 2022.
  14. J33
    ProfC.-H. Lee, R. Y. Chang, S.-M. Cheng, C.-H. Lin, and C.-H. Hsiao, "Joint beamforming and power allocation for M2M/H2H co-existence in green dynamic TDD networks," IEEE Internet of Things Journal, vol. 9, no. 6, pp. 4799–4815, Mar. 2022.
  15. J32
    ProfT.-L. Wan, T. Ban, S.-M. Cheng, Y.-T. Lee, B. Sun, R. Isawa, T. Takahashi, and D. Inoue, "An efficient approach to detect and classify IoT malware based on byte sequences from executable files," IEEE Open Journal of the Computer Society, vol. 1, pp. 262–275, Nov. 2020.
  16. J31
    ProfS.-Y. Lien, D.-J. Deng, C.-C. Lin, H.-L. Tsai, T. Chen, C. Cuo, and S.-M. Cheng, "3GPP NR sidelink transmissions toward 5G V2X," IEEE Access, vol. 8, pp. 35368–35382, Feb. 2020.
  17. J30
    ProfY.-C. Li and S.-M. Cheng, "Privacy preserved mobile sensing using region-based group signature," IEEE Access, vol. 6, no. 1, pp. 61556–61568, Dec. 2018.
  18. J29
    ProfS.-C. Hung, H. Hsu, S.-M. Cheng, Q. Chu, and K.-C. Chen, "Delay guaranteed network association for mobile machines in heterogeneous cloud radio access network," IEEE Transactions on Mobile Computing, vol. 17, no. 12, pp. 2744–2760, Dec. 2018.
  19. J28
    ProfP.-Y. Chen, S.-M. Cheng, and M.-H. Sung, "Analysis of data dissemination and control in Social Internet of Vehicles," IEEE Internet of Things Journal, vol. 5, no. 4, pp. 2467–2477, Aug. 2018. SI on Recent Advances on Social Internet of Vehicles
  20. J27
    ProfP.-Y. Chen, S.-M. Cheng, and H.-Y. Hsu, "Analysis of information delivery dynamics in cognitive sensor networks using epidemic models," IEEE Internet of Things Journal, vol. 5, no. 4, pp. 2333–2342, Aug. 2018. SI on Cognitive Internet of Things
  21. J26
    ProfY.-J. Liu, S.-M. Cheng, and Y.-L. Hsueh, "eNB selection for machine type communications using reinforcement learning based Markov decision process," IEEE Transactions on Vehicular Technology, vol. 66, no. 12, pp. 11330–11338, Dec. 2017.
  22. J25
    ProfS.-M. Cheng, P.-Y. Chen, C.-C. Lin, and H.-C. Hsiao, "Traffic-aware patching for cyber security in mobile IoT," IEEE Communications Magazine, vol. 55, no. 7, pp. 29–35, July 2017. SI on Traffic Measurements for Cyber Security · IEEE Xplore Innovation Spotlight
  23. J24
    ProfS.-Y. Lien, S.-M. Cheng, K.-C. Chen, and D. I. Kim, "Resource-optimal licensed-assisted access in heterogeneous cloud RAN with heterogeneous carrier communications," IEEE Transactions on Vehicular Technology, vol. 65, no. 12, pp. 9915–9930, Dec. 2016.
  24. J23
    ProfP.-Y. Chen, C.-C. Lin, S.-M. Cheng, H.-C. Hsiao, and C.-Y. Huang, "Decapitation via digital epidemics: A bio-inspired transmissive attack," IEEE Communications Magazine, vol. 54, no. 6, pp. 75–81, June 2016. SI on Bio-inspired Cyber Security
  25. J22
    ProfP.-Y. Chen, S.-M. Cheng, P.-S. Ting, C.-W. Lien, and F.-J. Chu, "When crowdsourcing meets mobile sensing: A social network perspective," IEEE Communications Magazine, vol. 53, no. 10, pp. 157–163, Oct. 2015.
  26. J21
    ProfP.-Y. Chen and S.-M. Cheng, "Sequential defense against random and intentional attacks in complex networks," Physical Review E, vol. 91, no. 2, p. 022805, Feb. 2015.
  27. J20
    ProfP.-Y. Chen, S.-M. Cheng, and K.-C. Chen, "Optimal control of epidemic information dissemination over networks," IEEE Transactions on Cybernetics, vol. 44, no. 12, pp. 2316–2328, Dec. 2014.
  28. J19
    ProfP.-Y. Chen, S.-M. Cheng, and K.-C. Chen, "Information fusion to defend intentional attack in Internet of Things," IEEE Internet of Things Journal, vol. 1, no. 4, pp. 337–348, Aug. 2014.
  29. J18
    ProfS.-Y. Lien, S.-M. Cheng, and K.-C. Chen, "Interference mitigation in CR-enabled heterogeneous networks," IEICE Transactions on Communications, vol. E96-B, no. 6, June 2013. (invited)
  30. J17
    ProfD. Liau, K.-C. Chen, and S.-M. Cheng, "A predator-prey model for dynamics of cognitive radios," IEEE Communications Letters, vol. 17, no. 3, pp. 467–470, Mar. 2013.
  31. J16
    PostdocS.-Y. Lien, S.-M. Cheng, S.-Y. Shih, and K.-C. Chen, "Radio resource management for QoS guarantees in cyber-physical systems," IEEE Transactions on Parallel and Distributed Systems, vol. 23, no. 9, pp. 1752–1761, Sep. 2012.
  32. J15
    PostdocP.-Y. Chen, S.-M. Cheng, and K.-C. Chen, "Smart attacks in smart grid communication networks," IEEE Communications Magazine, vol. 50, no. 8, pp. 24–29, Aug. 2012. SI on Cyber Security for Smart Grid · IEEE COMSOC Technology News, Sep. 2012
  33. J14
    PostdocS.-M. Cheng, W. C. Ao, F.-M. Tseng, and K.-C. Chen, "Design and analysis of downlink spectrum sharing in two-tier cognitive femto networks," IEEE Transactions on Vehicular Technology, vol. 61, no. 5, pp. 2194–2207, June 2012.
  34. J13
    PostdocW. C. Ao, S.-M. Cheng, and K.-C. Chen, "Connectivity of multiple cooperative cognitive radio ad hoc networks," IEEE Journal on Selected Areas in Communications, vol. 30, no. 2, pp. 263–270, Feb. 2012.
  35. J12
    PostdocS.-M. Cheng, P.-Y. Chen, and K.-C. Chen, "Ecology of cognitive radio ad hoc networks," IEEE Communications Letters, vol. 15, no. 7, pp. 764–766, July 2011.
  36. J11
    PostdocS.-M. Cheng, S.-Y. Lien, F.-S. Chu, and K.-C. Chen, "On exploiting cognitive radio to mitigate interference in Macro/femto heterogeneous networks," IEEE Wireless Communications Magazine, vol. 18, no. 3, pp. 40–47, June 2011.
  37. J10
    PostdocS.-M. Cheng, W. C. Ao, and K.-C. Chen, "Efficiency of a cognitive radio link with opportunistic interference mitigation," IEEE Transactions on Wireless Communications, vol. 10, no. 6, pp. 1715–1720, June 2011.
  38. J9
    PostdocS.-M. Cheng, W. C. Ao, P.-Y. Chen, and K.-C. Chen, "On modeling malware propagation in generalized social networks," IEEE Communications Letters, vol. 15, no. 1, pp. 25–27, Jan. 2011.
  39. J8
    PostdocC.-K. Yu, K.-C. Chen, and S.-M. Cheng, "Cognitive radio network tomography," IEEE Transactions on Vehicular Technology, vol. 59, no. 4, pp. 1980–1997, May 2010.
  40. J7
    PhDP. Lin, S.-M. Cheng, and W. Liao, "Modeling key caching for mobile IP authentication, authorization, and accounting (AAA) services," IEEE Transactions on Vehicular Technology, vol. 58, no. 7, pp. 3596–3608, Sep. 2009.
  41. J6
    PhDY.-C. Lai, P. Lin, and S.-M. Cheng, "Performance modeling for application-level integration of heterogeneous wireless networks," IEEE Transactions on Vehicular Technology, vol. 58, no. 5, pp. 2426–2434, June 2009.
  42. J5
    PhDM. Guizani, P. Lin, S.-M. Cheng, D.-W. Huang, and H.-L. Fu, "Performance evaluation for minislot allocation for wireless mesh networks," IEEE Transactions on Vehicular Technology, vol. 57, no. 6, pp. 3732–3745, Nov. 2008.
  43. J4
    PhDS.-M. Cheng, W.-R. Lai, P. Lin, and K.-C. Chen, "Key management for UMTS MBMS," IEEE Transactions on Wireless Communications, vol. 7, no. 9, pp. 3619–3628, Sep. 2008.
  44. J3
    PhDP. Lin, H.-M. Chang, Y. Fang, and S.-M. Cheng, "HISNs: distributed gateways for application-level integration of heterogenous wireless networks," ACM Wireless Network, vol. 14, no. 1, pp. 71–85, Feb. 2008.
  45. J2
    PhDR.-G. Cheng, S.-M. Cheng, and P. Lin, "Power-efficient routing (PER) mechanism for ODMA systems," IEEE Transactions on Vehicular Technology, vol. 55, no. 4, pp. 1311–1319, July 2006.
  46. J1
    PhDS.-M. Cheng, P. Lin, G.-H. Tu, L.-C. Fu, and C.-F. Liang, "An intelligent GGSN dispatching mechanism for UMTS," Computer Communications, vol. 28, no. 8, pp. 947–955, May 2005.

International Conferences 70 papers

  1. C70
    ProfP.-L. Lai, T. Ban, and S.-M. Cheng, "Seeing through compression: Static detection of packed IoT malware", in Proc. ICICS 2026, Fukui, Japan, Oct. 2026.
  2. C69
    ProfG.-J. Lin, C.-F. Hung, C.-H. Ke, and S.-M. Cheng, "Race condition attack on E2 subscription in O-RAN near-RT RIC", in Proc. ICBIR 2026, Bangkok, Thailand, May 2026. Best Paper Award
  3. C68
    ProfT.-J. Wu, C.-F. Hung, W.-H. Dai, and S.-M. Cheng, "Malicious rApps for eavesdropping and data exfiltration in O-RAN Non-RT RIC", in Proc. CANDAR 2025, Yamagata, Japan, Nov. 2025.
  4. C67
    ProfI-C. Cheng, T. Ban, S.-M. Cheng, T. Takahashi, and W.-C. Teng, "Rule-based function call graph refinement for enhanced IoT malware detection", in Proc. IEEE CyberSciTech 2025, Hakodate, Japan, Oct. 2025.
  5. C66
    ProfY.-S. Cheng, T. Ban, S.-M. Cheng, T. Takahashi, and W.-C. Teng, "Lightweight, architecture-agnostic IoT malware detection via printable strings", in Proc. ACM CCS – ARTMAN Workshop 2025, Taipei, Oct. 2025.
  6. C65
    ProfY.-C. Lin, T. Ban, S.-M. Cheng, T. Takahashi, and W.-C. Teng, "Cross-architecture IoT malware analysis using P-code intermediate representation", in Proc. ACM CCS – ARTMAN Workshop 2025, Taipei, Oct. 2025.
  7. C64
    ProfT.-Y. Hsieh, P.-H. Chen, C.-F. Hung, and S.-M. Cheng, "Enabling hybrid edge-level threat detection in O-RAN private networks for resilience enhancement", in Proc. IEEE CNS – Cyber Resilience Workshop 2025, Avignon, France, Sep. 2025.
  8. C63
    ProfM.-Y. Chen, T. Ban, S.-M. Cheng, and T. Takahashi, "TOM-Net: Few-shot IoT malware classification via open-set aware transductive meta-learning", in Proc. PST 2025, Fredericton, Canada, Aug. 2025.
  9. C62
    ProfY.-C. Chiu, M. B. Mwangi, S.-M. Cheng, and H.-M. Lee, "Structural backdoor attack on IoT malware detectors via graph explainability", in Proc. ICST – SAFE-ML Workshop 2025, Naples, Italy, Mar. 2025.
  10. C61
    ProfW.-R. Zhuang, T. Ban, S.-M. Cheng, T. Morikawa, and T. Takahashi, "Novel malware similarity analysis: Regional longest common substring algorithm with elastic suffix tree", in Proc. I-SPAN 2025, Bangkok, Jan. 2025.
  11. C60
    ProfM.-Y. Chen, T. Ban, S.-M. Cheng, and T. Takahashi, "Classifying IoT malware with limited data: A few-shot learning framework", in Proc. ICONIP 2024, Auckland, NZ, Dec. 2024.
  12. C59
    ProfW.-J. Liao, T. Ban, S.-M. Cheng, and T. Takahashi, "Reinterpreting system calls for enhanced IoT malware analysis using function call graphs," in Proc. ICISC 2024, Seoul, Nov. 2024. Best Paper Award
  13. C58
    ProfS.-M. Cheng, B.-H. ChangChien, W.-H. Lin, C.-C. Fan, C.-Y. Chen, and C.-C. Liao, "A highly scalable automated universal binary malware analysis framework for healthcare and medical SaaS", in Proc. ICMHI 2024, Yokohama, May 2024, pp. 102–107.
  14. C57
    ProfJ.-W. Huang, N.-J. Tsai, and S.-M. Cheng, "Poster: Discovering authentication bypass vulnerabilities in IoT devices through guided concolic execution," in Proc. NDSS 2024, San Diego, Feb. 2024.
  15. C56
    ProfY.-T. Cheng and S.-M. Cheng, "Firmulti Fuzzer: Discovering multi-process vulnerabilities in IoT devices with full system emulation and VMI," in Proc. ACM CCS – CPSIoTSec Workshop 2023, Copenhagen, Nov. 2023.
  16. C55
    ProfC.-H. Tseng, C.-F. Hung, B.-K. Hong, and S.-M. Cheng, "On manipulating routing table to realize redirect attacks in O-RAN by malicious xApp," in Proc. IEEE WPMC 2023, Tampa, FL, Nov. 2023.
  17. C54
    ProfG.-Y. Lin, M. H. Lin, C.-F. Hung, and S.-M. Cheng, "Hash-based function call graph fusion method for IoT malware detection," in Proc. IEEE WPMC 2023, Tampa, FL, Nov. 2023.
  18. C53
    ProfF. Lo, S.-M. Cheng, and R. Kaliski, "Optimization of lightweight malware detection models for AIoT devices," in Proc. IEEE WF-IoT 2023, Aveiro, Portugal, Oct. 2023.
  19. C52
    ProfG.-Y. Lin, S.-M. Cheng, and H.-M. Lee, "A framework for robustness evaluation in AI-based malware detectors," in Proc. IEEE ICCE-TW 2023, Pingtung, July 2023.
  20. C51
    ProfJ.-H. Huang, S.-M. Cheng, R. Kaliski, and C.-F. Hung, "Developing xApps for rogue base station detection in SDR-enabled O-RAN," in Proc. IEEE INFOCOM – NG-OPERA Workshop 2023, Hoboken, NJ, May 2023.
  21. C50
    ProfY.-X. Lin, B.-K. Hong, and S.-M. Cheng, "Conformance testing for 5G O-RAN entities through MEC," in Proc. CANDAR 2022, Himeji, Japan, Nov. 2022.
  22. C49
    ProfC.-Y. Wu, T. Ban, S.-M. Cheng, B. Sun, and T. Takahashi, "IoT malware detection using Function-Call-Graph embedding," in Proc. PST 2021, Auckland, NZ, Dec. 2021.
  23. C48
    ProfS.-M. Cheng and M.-W. Tseng, "Analysis of invisible data poisoning backdoor attacks against malware classifiers," in Proc. HITCON 2021, Taipei, Nov. 2021.
  24. C47
    ProfY.-T. Lee, T. Ban, T.-L. Wan, S.-M. Cheng, R. Isawa, T. Takahashi, and D. Inoue, "Cross platform IoT-malware family classification based on printable strings," in Proc. IEEE TrustCom 2020, Guangzhou, Dec. 2020, pp. 775–784. Best Paper Award
  25. C46
    ProfS.-M. Cheng and B.-K. Hong, "Development of signaling spoofing attacks using function containerization of rogue base stations," in Proc. HITCON 2020, Taipei, Sep. 2020.
  26. C45
    ProfS.-H. Ma and S.-M. Cheng, "Reversing in wonderland: Neural network based malware detection techniques," in Proc. HITCON 2020, Taipei, Sep. 2020.
  27. C44
    ProfC.-H. Lee, R. Y. Chang, and S.-M. Cheng, "Beamforming and power allocation in dynamic TDD based H2H/M2M networks with energy harvesting," in Proc. IEEE PIMRC 2020, London, Aug. 2020.
  28. C43
    ProfT.-L. Wan, T. Ban, Y.-T. Lee, S.-M. Cheng, R. Isawa, T. Takahashi, and D. Inoue, "IoT-malware detection based on byte sequences of executable files," in Proc. AsiaJCIS 2020, Taipei, Aug. 2020, pp. 143–150.
  29. C42
    ProfC.-H. Lee, R. Y. Chang, C.-T. Lin, and S.-M. Cheng, "Beamforming and power allocation in dynamic TDD networks supporting machine-type communication," in Proc. IEEE ICC 2020, Dublin, June 2020.
  30. C41
    ProfS.-M. Cheng, T. Ban, J.-W. Huang, B.-K. Hong, and D. Inoue, "ELF analyzer demo: Online identification for IoT malwares with multiple hardware architectures," in Proc. IEEE S&P – SafeThings Workshop 2020, San Francisco, May 2020, p. 126.
  31. C40
    ProfJ. Feng, B.-K. Hong, and S.-M. Cheng, "DDoS attacks in experimental LTE networks," in Proc. AINA 2020, Caserta, Italy, Apr. 2020, pp. 545–553.
  32. C39
    ProfC.-C. Tu, P. Ting, P.-Y. Chen, S. Liu, H. Zhang, J. Yi, C.-J. Hsieh, and S.-M. Cheng, "Toward large-scale rogue base station attacks using container-based virtualization," in Proc. IEEE VTC-Fall 2019, Honolulu, Sep. 2019.
  33. C38
    ProfB.-K. Hong, J.-W. Huang, T. Ban, R. Isawa, S.-M. Cheng, D. Inoue, and K. Nakao, "Measurement study towards a unified firmware updating scheme for legacy IoT devices," in Proc. AsiaJCIS 2019, Kobe, Aug. 2019.
  34. C37
    ProfS.-M. Cheng and S.-H. Ma, "Demo: An emulator-based active protection system against IoT malware," in Proc. IEEE S&P – SafeThings Workshop 2019, San Francisco, May 2019, pp. 9–15.
  35. C36
    ProfC.-C. Tu, P. Ting, P.-Y. Chen, S. Liu, H. Zhang, J. Yi, C.-J. Hsieh, and S.-M. Cheng, "AutoZOOM: Autoencoder-based zeroth order optimization method for attacking black-box neural networks," in Proc. AAAI 2019, Honolulu, Jan. 2019, pp. 742–749.
  36. C35
    ProfC.-H. Lee, R. Y. Chang, C.-T. Lin, and S.-M. Cheng, "Energy-efficient D2D underlaid MIMO cellular networks with energy harvesting," in Proc. IEEE Globecom 2018, Abu Dhabi, Dec. 2018.
  37. C34
    ProfB.-R. Chen, S.-M. Cheng, and J.-J. Lin, "Energy-efficient BLE device discovery for Internet of Things," in Proc. CANDAR 2017, Aomori, Nov. 2017, pp. 75–79.
  38. C33
    ProfC.-H. Lee, R. Y. Chang, C.-T. Lin, and S.-M. Cheng, "Sum-rate maximization for energy harvesting-aided D2D communications underlaid cellular networks," in Proc. IEEE PIMRC 2017, Montreal, Oct. 2017.
  39. C32
    ProfJ.-W. Ciou, S.-M. Cheng, and Y.-H. Hsu, "Retransmission-based access class barring for Machine Type Communications," in Proc. IoTaaS 2017, Taichung, Sep. 2017, pp. 145–154.
  40. C31
    ProfJ.-J. Lin, K.-C. Wang, S.-M. Cheng, and Y.-C. Liu, "On exploiting SDN to facilitate IPv4/IPv6 coexistence and transition," in Proc. IEEE DSC 2017, Taipei, Aug. 2017, pp. 473–474.
  41. C30
    ProfS.-M. Cheng, Y.-J. Wang, and Y.-C. Chen, "Secure location tracking of femtocells in heterogeneous cellular networks," in Proc. IEEE DSC 2017, Taipei, Aug. 2017, pp. 267–272.
  42. C29
    ProfC.-C. Liao, S.-M. Cheng, and M. Domb, "On designing energy efficient Wi-Fi P2P connections for Internet of Things," in Proc. IEEE VTC 2017-Spring, Sydney, June 2017.
  43. C28
    ProfP.-S. Ting, C.-C. Tu, P.-Y. Chen, Y.-Y. Lo, and S.-M. Cheng, "FEAST: An automated feature selection framework for compilation tasks," in Proc. IEEE AINA 2017, Taipei, Mar. 2017, pp. 1138–1145.
  44. C27
    ProfE. Loe, H.-C. Hsiao, T. Kim, S.-C. Lee, and S.-M. Cheng, "SandUSB: An installation-free sandbox for USB peripherals," in Proc. IEEE WF-IoT – SUIT Workshop 2016, Reston, VA, Dec. 2016, pp. 621–626.
  45. C26
    ProfH.-C. Lee, S.-M. Cheng, K.-P. Wu, and H.-M. Lee, "A responsive probing approach to detect dynamic intrusion in a MANET," in Proc. IISA 2016 Workshop, Piraeus, Greece, July 2016.
  46. C25
    ProfZ.-Y. Yang, S.-M. Cheng, and Y. J. Wang, "Mode selection for device-to-device communications with Voronoi tessellation," in Proc. IGBSG 2016, Prague, June 2016.
  47. C24
    ProfS.-M. Cheng and P.-Y. Chen, "Ecology-based DoS attack in cognitive radio networks," in Proc. IEEE S&P – BioSTAR Workshop 2016, San Jose, CA, May 2016, pp. 104–110.
  48. C23
    ProfP.-Y. Chen, C.-W. Lien, F.-J. Chu, P.-S. Ting, and S.-M. Cheng, "Supervised collective classification for crowdsourcing," in Proc. IEEE Globecom Workshop 2015, San Diego, Dec. 2015.
  49. C22
    ProfP.-Y. Chen, Z. Qi, Y. Pan, and S.-M. Cheng, "Multivariate and categorical analysis of gaming statistics," in Proc. NBiS 2015, Taipei, Sep. 2015.
  50. C21
    ProfS.-M. Cheng, W.-R. Huang, R.-G. Cheng, and C.-H. Gan, "Experimential emergency communication systems using USRP and GNU radio platform," in Proc. QShine 2015, Taipei, Aug. 2015, pp. 75–79.
  51. C20
    ProfY.-J. Liu, S.-M. Cheng, and P.-Y. Huang, "Cognitive vertical handover in heterogeneous networks," in Proc. QShine 2015, Taipei, Aug. 2015, pp. 392–397.
  52. C19
    ProfH.-F. Lin, S.-M. Cheng, and P.-Y. Huang, "Cognitive access in multichannel wireless networks using two-dimension Markov chain," in Proc. IWCMC 2014, Nicosia, Cyprus, Aug. 2014, pp. 169–173.
  53. C18
    ProfS.-M. Cheng, C.-H. Ho, S. Chen, and S.-H. Chang, "Distributed anonymous authentication in heterogeneous networks," in Proc. IWCMC 2014, Nicosia, Cyprus, Aug. 2014, pp. 505–510.
  54. C17
    ProfS.-Y. Lien, S.-M. Cheng, and Y.-Y. Lin, "Duality on timing alignment and radio resources orthogonality toward 5G heterogeneous networks," in Proc. VITAE 2014, Aalborg, May 2014.
  55. C16
    ProfP.-Y. Chen, H.-F. Lin, K.-H. Hsu, and S.-M. Cheng, "Modeling dynamics of malware with incubation period from the view of individual," in Proc. IEEE VTC 2014-Spring, Seoul, May 2014.
  56. C15
    ProfS.-H. Chang, Y.-S. Chen, and S.-M. Cheng, "Detection of Sybil attacks in participatory sensing using cloud based trust management system," in Proc. ISWPC 2013, Taipei, Nov. 2013.
  57. C14
    ProfN.-T. Chou, S.-H. Lin, S.-M. Cheng, and S.-H. Chang, "Performance evaluation of self-configured two-tier heterogeneous cellular networks," in Proc. IEEE SMC 2013, Manchester, Oct. 2013, pp. 2968–2972.
  58. C13
    ProfW. C. Ao and S.-M. Cheng, "A lower bound on multi-hop transmission delay in cognitive radio ad hoc networks," in Proc. IEEE PIMRC 2013, London, Sep. 2013, pp. 3323–3327. Best Paper Award
  59. C12
    ProfS.-Y. Lien and S.-M. Cheng, "Resource-optimal network resilience for real-time data exchanges in cyber-physical systems," in Proc. IEEE PIMRC 2013, London, Sep. 2013, pp. 1603–1608.
  60. C11
    ProfS.-Y. Lien and S.-M. Cheng, "Performance guaranteed statistical traffic control in cognitive cellular networks," in Proc. WPMC 2013, Atlantic City, NJ, June 2013.
  61. C10
    PostdocP.-Y. Chen, S.-M. Cheng, W. C. Ao, and K.-C. Chen, "Multi-path routing with end-to-end statistical QoS provisioning in underlay cognitive radio networks," in Proc. IEEE INFOCOM – Cognitive and Cooperative Network Workshop 2011, Shanghai, Apr. 2011, pp. 7–14.
  62. C9
    PostdocW. C. Ao, S.-M. Cheng, and K.-C. Chen, "Phase transition diagram for underlay heterogeneous cognitive radio networks," in Proc. IEEE Globecom 2010, Miami, Dec. 2010.
  63. C8
    PostdocH.-B. Chang, S.-M. Cheng, S.-Y. Lien, and K.-C. Chen, "Statistical delay control of opportunistic links in cognitive radio networks," in Proc. IEEE PIMRC 2010, Istanbul, Sep. 2010, pp. 2248–2252.
  64. C7
    PostdocS.-M. Cheng, W. C. Ao, and K.-C. Chen, "Downlink capacity of two-tier cognitive femto networks," in Proc. IEEE PIMRC 2010, Istanbul, Sep. 2010, pp. 1303–1308.
  65. C6
    PostdocW. C. Ao, S.-M. Cheng, and K.-C. Chen, "Power and interference control with relaying in cooperative cognitive radio networks," in Proc. IEEE ICC – CRISP Workshop 2010, Cape Town, May 2010.
  66. C5
    PostdocS.-M. Cheng, K.-C. Chen, and P. Lin, "Performance modeling on handover latency in mobile IP regional registration," in Proc. IEEE PIMRC 2008, Cannes, Sep. 2008.
  67. C4
    PhDS.-M. Cheng, W.-R. Lai, and P. Lin, "A Hash function scheme for key management in UMTS MBMS," in Proc. IEEE Globecom 2007, Washington DC, Nov. 2007, pp. 5148–5152.
  68. C3
    PhDS.-M. Cheng, P. Lin, D.-W. Huang, and S.-R. Yang, "A study on distributed/centralized scheduling for wireless mesh network," in Proc. ACM IWCMC 2006, Vancouver, July 2006, pp. 599–604.
  69. C2
    PhDS.-M. Cheng, P. Lin, and W.-H. Chen, "Key caching mechanism for AAA over mobile IP," in Proc. IEEE VTC 2005-Fall, vol. 2, Dallas, Sep. 2005, pp. 1222–1226.
  70. C1
    PhDR.-G. Cheng, S.-M. Cheng, and P. Lin, "Power-efficient routing (PER) mechanism for ODMA systems," in Proc. IEEE WirelessCom, vol. 1, Maui, HI, June 2005, pp. 129–134.

Patents 8 granted

  1. P8
    ProfY.-K. Lee, S.-H. Wang, W.-K. Tseng, S.-M. Cheng, J.-D. Cheng, T.-Y. Lin, Y.-H. Huang, C.-W. Lai, and Y.-C. Huang, "醫療用容器中液量變化偵測裝置," ROC Application Number: M525194, July 2016.
  2. P7
    ProfR.-G. Cheng, W.-R. Huang, S.-M. Cheng, and T.-H. Liu, "Method and System for Detecting and Locating Trapped People," with NTUST, ROC Patent Number: I533727, May 2016.
  3. P6
    PhDR.-L. Li, C.-E. Wang, C.-C. Chen, P.-T. Huang, C.-W. Lin, P. Lin, S.-M. Cheng, and C.-I. Cheng, "Integrated with OSS/J for telecommunication support," with Chunghwa Telecom, ROC Patent Number: I348293, Sep. 2011.
  4. P5
    PhDP. Lin, S.-M. Cheng, S.-R. Yang, and P.-T. Huang, "Intelligent method for dynamically switching communication modes of a dual-mode communication module," with Inventec Appliances Corp., ROC Patent Number: I342148, May 2011.
  5. P4
    PhDP. Lin, S.-M. Cheng, S.-R. Yang, and P.-T. Huang, "Application-oriented and intelligent method of switching communication modes of a dual-mode communication module," with Inventec Appliances Corp., ROC Patent Number: I326550, June 2010.
  6. P3
    PhDF. Lin, S.-M. Cheng, S.-R. Yang, and P.-T. Huang, "Intelligent method for dynamically switching communication modes of a dual-mode communication module," with Inventec Appliances Corp., US Patent Number: 7630735, Dec. 2009.
  7. P2
    PhDF. Lin, S.-M. Cheng, S.-R. Yang, and P.-T. Huang, "Application-oriented and intelligent method for switching communication modes of a dual-mode communication module," with Inventec Appliances Corp., US Patent Number: 7627339, Dec. 2009.
  8. P1
    PhDP. Lin, H.-C. Hsu, S.-M. Cheng, W.-H. Chen, and K.-L. Chen, "A mobile IP Authentication method with AAA and key cache and a recordable medium thereof," with ITRI/CCL, ROC Patent Number: I301027, Sep. 2008.

CVE Disclosures 6 disclosed

  1. V6
    ProfCVE-2024-34473, "An issue was discovered in appmgr in O-RAN Near-RT RIC I-Release. An attacker could register an unintended RMR message type during xApp registration to disrupt other service components," O-RAN Software Community, May 2024. CVSS v3.1: 5.3 (Medium) 5G/6G
  2. V5
    ProfCVE-2023-42358, "An issue was discovered in O-RAN Software Community ric-plt-e2mgr in the G-Release environment, allows remote attackers to cause a denial of service (DoS) via a crafted request to the E2Manager API component," O-RAN Software Community, Sep. 2023. CVSS v3.1: 7.7 (High) 5G/6G
  3. V4
    ProfCVE-2023-41628, "An issue in O-RAN Software Community E2 G-Release allows attackers to cause a Denial of Service (DoS) by incorrectly initiating the messaging procedure between the E2Node and E2Term components," O-RAN Software Community, Sep. 2023. CVSS v3.1: 7.5 (High) 5G/6G
  4. V3
    ProfCVE-2023-41627, "O-RAN Software Community ric-plt-lib-rmr v4.9.0 does not validate the source of the routing tables it receives, potentially allowing attackers to send forged routing tables to the device," O-RAN Software Community, Sep. 2023. CVSS v3.1: 7.5 (High) 5G/6G
  5. V2
    ProfCVE-2023-40998, "Buffer Overflow vulnerability in O-RAN Software Community ric-plt-lib-rmr v.4.9.0 allows a remote attacker to cause a denial of service via the packet size component," O-RAN Software Community, Aug. 2023. CVSS v3.1: 7.5 (High) 5G/6G
  6. V1
    ProfCVE-2023-40997, "Buffer Overflow vulnerability in O-RAN Software Community ric-plt-lib-rmr v.4.9.0 allows a remote attacker to cause a denial of service via a crafted packet," O-RAN Software Community, Aug. 2023. CVSS v3.1: 7.5 (High) 5G/6G

Selected Domestic Journals 5 items

  1. DJ5
    ProfB.-K. Hong, S.-S. He, Y.-X. Lin, J.-H. Huang, and S.-M. Cheng, "Detection and notification of rogue BS attack in 4G LTE non-public networks," Communications of the CCISA, vol. 27, no. 4, pp. 15–35, Nov. 2021.
  2. DJ4
    ProfH.-C. Hsiao, C.-Y. Huang, S.-M. Cheng, S.-K. Huang, Y.-C. Liu, and T.-C. Wu, "台灣資安菁英人才培育," Communications of the CCISA, vol. 24, no. 4, pp. 58–72, Oct. 2018.
  3. DJ3
    PostdocS.-M. Cheng, C.-Y. Shen, and K.-C. Chen, "Introduction to network science behind social networks," NCP Newsletters, no. 22, pp. 2–9, Dec. 2010.
  4. DJ2
    PhDP. Lin, S.-M. Cheng, P.-T. Huang, J.-Y. Jeng, and Y.-K. Chen, "A survey for GAN: A generic access standard for 3G and WLAN interworking," TL Technical Journal, vol. 37, no. 5, pp. 635–658, Oct. 2007.
  5. DJ1
    PhDS.-M. Cheng, C.-H. Gan, P. Lin, and G.-H. Tu, "Key issues and technologies for UMTS high speed downlink packet access," Bulletin of the College of Engineering, NTU, no. 90, pp. 57–63, Feb. 2004.