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Publications
Journal
2023
[COMST] C.Zheng, X.Hong, D.Ding, S.Vargaftik, Y.Ben-Itzhak, and
N.Zilberman, “In-Network Machine Learning Using Programmable Network Devices: A Survey” in IEEE Communications Surveys and Tutorials
(IF 2022 = 35.6, JCR Q1)
2021
[TDSC] D.Ding, M.Savi, and D.Siracusa, “
Tracking Normalized Network Traffic Entropy to Detect DDoS Attacks in P4
” in IEEE Transactions on Dependable and Secure Computing
(IF 2021=7.329, JCR Q1) [pdf] P4LogLog P4NEntropy P4DDoS
[TNSM] D.Ding, M.Savi, F.Pederzolli, M.Campanella and D.Siracusa, “In-Network Volumetric DDoS Victim Identification Using Programmable Commodity Switches” in IEEE Transactions on Network and Service Management, Special issue on
Latest Developments for Security Management of Networks and Services
(Special issue acceptance rate = 16 / 68 = 23.52%, IF 2020=3.878, JCR Q1) [pdf] INDDoS
2020
[TNSM] D.Ding, M.Savi, G.Antichi, and D.Siracusa, “An incrementally-deployable P4-enabled architecture for network-wide heavy-hitter detection” in IEEE Transactions on Network and Service Management, Special issue on Cybersecurity Techniques for Managing Networked Systems (Special issue acceptance rate = 8 / 44 = 18.18%, IF 2019=4.682, JCR Q1) [pdf] NWHHD+
Conference
2024
[INFOCOM 2024] D.Ding, “CARBINE: Exploring Additional Properties of HyperLogLog for Secure and Robust Flow Cardinality Estimation”
in IEEE International Conference on Computer Communications (INFOCOM 2024), 2024.
(Acceptance ratio = 256/1307 = 19.6%) [pdf]
2022
[NOMS 2022] D.Ding, M.Savi, F.Pederzolli and D.Siracusa, “Design and Development of Network Monitoring Strategies in P4-enabled Programmable Switches”
in IEEE/IFIP Network Operations and Management Symposium
(NOMS 2022), 2022. [pdf] (Dissertation digest paper) [slides]
2021
[IFIP Networking 2021] D.Ding, M.Savi, F.Pederzolli and D.Siracusa, “INVEST: Flow-Based Traffic Volume Estimation in Data-Plane Programmable Networks”
in IFIP Network Conference
(IFIP Networking 2021), 2021.
(Full track = 41 / 158 = 25.9%) [pdf] [slides] INVEST
2020
2019
[NetSoft 2019] D.Ding, M.Savi, G.Antichi, and D.Siracusa, “Incrementaldeployment of programmable switches for network-wide heavy-hitter detection”
in IEEE Conference on Network Softwarization (NetSoft 2019), 2019.
(Full track = 20/103 = 19.3%) [pdf] [slides]
Workshop
2019
[EuroP4] D.Ding, M.Savi, and D.Siracusa, “Estimation of logarithmic and exponential functions entirely in P4-programmable data planes”
in 2nd P4 Workshop in Europe (EuroP4), 2019.
(Non-proceeding track) [slides]
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