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2020 – today
- 2024
[j36]Ju Jia, Siqi Ma, Yang Liu, Lina Wang, Robert H. Deng:
A Causality-Aligned Structure Rationalization Scheme Against Adversarial Biased Perturbations for Graph Neural Networks. IEEE Trans. Inf. Forensics Secur. 19: 59-73 (2024)- [j35]Ruidong Han, Huihui Gong, Siqi Ma, Juanru Li, Chang Xu, Elisa Bertino, Surya Nepal, Zhuo Ma, Jianfeng Ma:
A Credential Usage Study: Flow-Aware Leakage Detection in Open-Source Projects. IEEE Trans. Inf. Forensics Secur. 19: 722-734 (2024) - 2023
- [j34]Wanyu Wei
, Xinsha Fu, Yaqiao Zhu, Ning Lu, Siqi Ma:
Classification and Prediction of Driver's Mental Workload Based on Long Time Sequences and Multiple Physiological Factors. IEEE Access 11: 81725-81736 (2023) - [j33]Cong Sun, Xinpeng Xu, Yafei Wu, Dongrui Zeng, Gang Tan, Siqi Ma, Peicheng Wang:
CryptoEval: Evaluating the risk of cryptographic misuses in Android apps with data-flow analysis. IET Inf. Secur. 17(4): 582-597 (2023) - [j32]Hui Qiao, Xuewen Dong, Qi Jiang, Siqi Ma, Chao Liu, Ning Xi, Yulong Shen:
Anonymous Lightweight Authenticated Key Agreement Protocol for Fog-Assisted Healthcare IoT System. IEEE Internet Things J. 10(19): 16715-16726 (2023) - [j31]Siqi Ma, Danyang Wang, Haichao Yang, Huagang Hou, Cheng Li, Zhaofu Li:
A Bi-Temporal-Feature-Difference- and Object-Based Method for Mapping Rice-Crayfish Fields in Sihong, China. Remote. Sens. 15(3): 658 (2023) - [j30]Liqi Yan, Qifan Wang, Siqi Ma, Jingang Wang, Changbin Yu:
Solve the Puzzle of Instance Segmentation in Videos: A Weakly Supervised Framework With Spatio-Temporal Collaboration. IEEE Trans. Circuits Syst. Video Technol. 33(1): 393-406 (2023) - [j29]Cong Sun, Yuwan Ma, Dongrui Zeng, Gang Tan, Siqi Ma, Yafei Wu:
μDep: Mutation-Based Dependency Generation for Precise Taint Analysis on Android Native Code. IEEE Trans. Dependable Secur. Comput. 20(2): 1461-1475 (2023) - [j28]Ju Jia, Meng Luo, Siqi Ma, Lina Wang, Yang Liu:
Consensus-Clustering-Based Automatic Distribution Matching for Cross-Domain Image Steganalysis. IEEE Trans. Knowl. Data Eng. 35(6): 5665-5679 (2023) - [j27]Yanbing Ren, Xinghua Li, Yinbin Miao, Robert H. Deng, Jian Weng, Siqi Ma, Jianfeng Ma:
DistPreserv: Maintaining User Distribution for Privacy-Preserving Location-Based Services. IEEE Trans. Mob. Comput. 22(6): 3287-3302 (2023) - [j26]Yihua Hu, Feng Zhang, Yifei Xia, Zhiming Yao, Letian Zeng, Haipeng Ding, Zhewei Wei, Xiao Zhang, Jidong Zhai, Xiaoyong Du, Siqi Ma:
Enabling Efficient Random Access to Hierarchically Compressed Text Data on Diverse GPU Platforms. IEEE Trans. Parallel Distributed Syst. 34(10): 2699-2717 (2023) - [j25]Xinghua Li, Lizhong Bai, Yinbin Miao, Siqi Ma, Jianfeng Ma, Ximeng Liu, Kim-Kwang Raymond Choo:
Privacy-Preserving Top-$k$k Spatial Keyword Queries in Fog-Based Cloud Computing. IEEE Trans. Serv. Comput. 16(1): 504-514 (2023) - [j24]Xinghua Li, Qiuyun Tong, Jinwei Zhao, Yinbin Miao, Siqi Ma, Jian Weng, Jianfeng Ma, Kim-Kwang Raymond Choo:
VRFMS: Verifiable Ranked Fuzzy Multi-Keyword Search Over Encrypted Data. IEEE Trans. Serv. Comput. 16(1): 698-710 (2023) - [c36]Jiashuo Liang, Ming Yuan, Zhanzhao Ding, Siqi Ma, Xinhui Han, Chao Zhang:
RaceBench: A Triggerable and Observable Concurrency Bug Benchmark. AsiaCCS 2023: 415-428 - [c35]Yawen Lu, Qifan Wang, Siqi Ma, Tong Geng, Yingjie Victor Chen, Huaijin Chen, Dongfang Liu:
TransFlow: Transformer as Flow Learner. CVPR 2023: 18063-18073 - [c34]Chen Chen, Daochang Liu, Siqi Ma, Surya Nepal, Chang Xu:
Private Image Generation with Dual-Purpose Auxiliary Classifier. CVPR 2023: 20361-20370 - [c33]Siqi Ma, Zhe Liu, Yuqing Song, Yi Liu, Kai Han, Yang Jiang:
A Domain Knowledge-Based Semi-supervised Pancreas Segmentation Approach. ICONIP (4) 2023: 69-82 - [c32]Ding Wang, Yunkai Zou, Yuan-an Xiao, Siqi Ma, Xiaofeng Chen:
Pass2Edit: A Multi-Step Generative Model for Guessing Edited Passwords. USENIX Security Symposium 2023: 983-1000 - [c31]Yafei Wu, Cong Sun, Dongrui Zeng, Gang Tan, Siqi Ma, Peicheng Wang:
LibScan: Towards More Precise Third-Party Library Identification for Android Applications. USENIX Security Symposium 2023: 3385-3402 - [c30]Xing Han, Yuheng Zhang, Xue Zhang, Zeyuan Chen, Mingzhe Wang, Yiwei Zhang, Siqi Ma, Yu Yu, Elisa Bertino, Juanru Li:
Medusa Attack: Exploring Security Hazards of In-App QR Code Scanning. USENIX Security Symposium 2023: 4607-4624 - [i18]Jiajun Huang, Xinqi Zhu, Chengbin Du, Siqi Ma, Surya Nepal, Chang Xu:
Anti-Compression Contrastive Facial Forgery Detection. CoRR abs/2302.06183 (2023) - [i17]Chuyang Zhou, Jiajun Huang, Daochang Liu, Chengbin Du, Siqi Ma, Surya Nepal, Chang Xu:
Two-in-one Knowledge Distillation for Efficient Facial Forgery Detection. CoRR abs/2302.10437 (2023) - [i16]Yawen Lu, Qifan Wang, Siqi Ma, Tong Geng, Yingjie Victor Chen, Huaijin Chen, Dongfang Liu:
TransFlow: Transformer as Flow Learner. CoRR abs/2304.11523 (2023) - [i15]Zian Liu, Zhi Zhang, Siqi Ma, Dongxi Liu, Jun Zhang, Chao Chen, Shigang Liu, Muhammad Ejaz Ahmed, Yang Xiang:
SemDiff: Binary Similarity Detection by Diffing Key-Semantics Graphs. CoRR abs/2308.01463 (2023) - [i14]Huihui Gong, Minjing Dong, Siqi Ma, Seyit Camtepe, Surya Nepal, Chang Xu:
Stealthy Physical Masked Face Recognition Attack via Adversarial Style Optimization. CoRR abs/2309.09480 (2023) - [i13]Huihui Gong, Minjing Dong, Siqi Ma, Seyit Camtepe, Surya Nepal, Chang Xu:
Parameter-Saving Adversarial Training: Reinforcing Multi-Perturbation Robustness via Hypernetworks. CoRR abs/2309.16207 (2023) - 2022
- [j23]Chenxin Qu, Xiaoping Che, Siqi Ma, Shuqin Zhu:
Bio-physiological-signals-based VR cybersickness detection. CCF Trans. Pervasive Comput. Interact. 4(3): 268-284 (2022) - [j22]Qingfeng Cheng, Ting Chen, Siqi Ma, Xinghua Li:
Improvement on a batch authenticated key agreement scheme. Frontiers Comput. Sci. 16(2): 162803 (2022) - [j21]Xinghua Li, Hengyou Zhang, Yinbin Miao, Siqi Ma, Jianfeng Ma, Ximeng Liu, Kim-Kwang Raymond Choo:
CAN Bus Messages Abnormal Detection Using Improved SVDD in Internet of Vehicles. IEEE Internet Things J. 9(5): 3359-3371 (2022) - [j20]Hongyang Li, Qingfeng Cheng, Xinghua Li, Siqi Ma, Jianfeng Ma:
Lightweight and Fine-Grained Privacy-Preserving Data Aggregation Scheme in Edge Computing. IEEE Syst. J. 16(2): 1832-1841 (2022) - [j19]Liqi Yan, Siqi Ma, Qifan Wang, Yingjie Victor Chen, Xiangyu Zhang, Andreas E. Savakis, Dongfang Liu:
Video Captioning Using Global-Local Representation. IEEE Trans. Circuits Syst. Video Technol. 32(10): 6642-6656 (2022) - [j18]Siqi Ma, Juanru Li, Surya Nepal, Diethelm Ostry, David Lo, Sanjay K. Jha, Robert H. Deng, Elisa Bertino:
Orchestration or Automation: Authentication Flaw Detection in Android Apps. IEEE Trans. Dependable Secur. Comput. 19(4): 2165-2178 (2022) - [j17]Yang Liu, Zhuo Ma, Ximeng Liu, Siqi Ma, Kui Ren:
Privacy-Preserving Object Detection for Medical Images With Faster R-CNN. IEEE Trans. Inf. Forensics Secur. 17: 69-84 (2022) - [j16]Xiaohan Zhang, Xinghua Li, Yinbin Miao, Xizhao Luo, Yunwei Wang, Siqi Ma, Jian Weng:
A Data Trading Scheme With Efficient Data Usage Control for Industrial IoT. IEEE Trans. Ind. Informatics 18(7): 4456-4465 (2022) - [j15]Ju Jia, Meng Luo, Siqi Ma, Lina Wang:
Partial Knowledge Transfer in Visual Recognition Systems via Joint Loss-Aware Consistency Learning. IEEE Trans. Ind. Informatics 18(11): 7463-7474 (2022) - [j14]Siqi Ma, Wenqian Shen, Xinyu Gao, Jianping An:
Robust Channel Estimation for RIS-Aided Millimeter-Wave System With RIS Blockage. IEEE Trans. Veh. Technol. 71(5): 5621-5626 (2022) - [c29]Xueyu Wang, Jiajun Huang, Siqi Ma, Surya Nepal, Chang Xu:
DeepFake Disrupter: The Detector of DeepFake Is My Friend. CVPR 2022: 14900-14909 - [c28]Yiwei Zhang, Siqi Ma, Juanru Li, Dawu Gu, Elisa Bertino:
KingFisher: Unveiling Insecurely Used Credentials in IoT-to-Mobile Communications. DSN 2022: 488-500 - [c27]Ruidong Han, Chao Yang, Siqi Ma, Jianfeng Ma, Cong Sun, Juanru Li, Elisa Bertino:
Control Parameters Considered Harmful: Detecting Range Specification Bugs in Drone Configuration Modules via Learning-Guided Search. ICSE 2022: 462-473 - [c26]Zheyu Ma, Bodong Zhao, Letu Ren, Zheming Li, Siqi Ma, Xiapu Luo, Chao Zhang:
PrIntFuzz: fuzzing Linux drivers via automated virtual device simulation. ISSTA 2022: 404-416 - [c25]Huihui Gong, Siqi Ma, Seyit Camtepe, Surya Nepal, Chang Xu:
Vulnerability Detection Using Deep Learning Based Function Classification. NSS 2022: 3-22 - [c24]Xuancheng Jin, Xuangan Xiao, Songlin Jia, Wang Gao, Dawu Gu, Hang Zhang, Siqi Ma, Zhiyun Qian, Juanru Li:
Annotating, Tracking, and Protecting Cryptographic Secrets with CryptoMPK. SP 2022: 650-665 - [c23]Yunlong Lyu, Yi Fang, Yiwei Zhang, Qibin Sun, Siqi Ma, Elisa Bertino, Kangjie Lu, Juanru Li:
Goshawk: Hunting Memory Corruptions via Structure-Aware and Object-Centric Memory Operation Synopsis. SP 2022: 2096-2113 - [i12]Yiwei Zhang, Siqi Ma, Tiancheng Chen, Juanru Li, Robert H. Deng, Elisa Bertino:
EvilScreen Attack: Smart TV Hijacking via Multi-channel Remote Control Mimicry. CoRR abs/2210.03014 (2022) - [i11]Liqi Yan, Qifan Wang, Siqi Ma, Jingang Wang, Changbin Yu:
Solve the Puzzle of Instance Segmentation in Videos: A Weakly Supervised Framework with Spatio-Temporal Collaboration. CoRR abs/2212.07592 (2022) - 2021
- [j13]Xinghua Li, Ting Chen, Qingfeng Cheng, Siqi Ma, Jianfeng Ma:
Smart Applications in Edge Computing: Overview on Authentication and Data Security. IEEE Internet Things J. 8(6): 4063-4080 (2021) - [j12]Ranran Sun, Bin Yang, Siqi Ma, Yulong Shen, Xiaohong Jiang:
Covert Rate Maximization in Wireless Full-Duplex Relaying Systems With Power Control. IEEE Trans. Commun. 69(9): 6198-6212 (2021) - [j11]Siqi Ma, Wenqian Shen, Jianping An, Lajos Hanzo:
Wideband Channel Estimation for IRS-Aided Systems in the Face of Beam Squint. IEEE Trans. Wirel. Commun. 20(10): 6240-6253 (2021) - [c22]Yumei Zhang, Xinzhi Liu, Cong Sun, Dongrui Zeng, Gang Tan, Xiao Kan, Siqi Ma:
ReCFA: Resilient Control-Flow Attestation. ACSAC 2021: 311-322 - [c21]Yunlong Lyu, Wang Gao, Siqi Ma, Qibin Sun, Juanru Li:
SparrowHawk: Memory Safety Flaw Detection via Data-Driven Source Code Annotation. Inscrypt 2021: 129-148 - [c20]Siqi Ma, Juanru Li, Hyoungshick Kim, Elisa Bertino, Surya Nepal, Diethelm Ostry, Cong Sun:
Fine with "1234"? An Analysis of SMS One-Time Password Randomness in Android Apps. ICSE 2021: 1671-1682 - [c19]Chang Xu, Siqi Ma, David Lo:
PLP 2021: Workshop on Programming Language Processing. KDD 2021: 4171-4172 - [c18]Xiao Kan, Cong Sun, Shen Liu, Yongzhe Huang, Gang Tan, Siqi Ma, Yumei Zhang:
Sdft: A PDG-based Summarization for Efficient Dynamic Data Flow Tracking. QRS 2021: 702-713 - [i10]Siqi Ma, Juanru Li, Hyoungshick Kim, Elisa Bertino, Surya Nepal, Diethelm Ostry, Cong Sun:
Fine with "1234"? An Analysis of SMS One-Time Password Randomness in Android Apps. CoRR abs/2103.05758 (2021) - [i9]Siqi Ma, Wenqian Shen, Jianping An, Lajos Hanzo:
Antenna Array Diagnosis for Millimeter-Wave MIMO Systems. CoRR abs/2106.02862 (2021) - [i8]Yumei Zhang, Xinzhi Liu, Cong Sun, Dongrui Zeng, Gang Tan, Xiao Kan, Siqi Ma:
ReCFA: Resilient Control-Flow Attestation. CoRR abs/2110.11603 (2021) - [i7]Xiao Kan, Cong Sun, Shen Liu, Yongzhe Huang, Gang Tan, Siqi Ma, Yumei Zhang:
Sdft: A PDG-based Summarization for Efficient Dynamic Data Flow Tracking. CoRR abs/2111.04005 (2021) - [i6]Ruidong Han, Chao Yang, Siqi Ma, Jianfeng Ma, Cong Sun, Juanru Li, Elisa Bertino:
Control Parameters Considered Harmful: Detecting Range Specification Bugs in Drone Configuration Modules via Learning-Guided Search. CoRR abs/2112.03511 (2021) - [i5]Cong Sun, Xinpeng Xu, Yafei Wu, Dongrui Zeng, Gang Tan, Siqi Ma:
CryptoEval: Evaluating the Risk of Cryptographic Misuses in Android Apps with Data-Flow Analysis. CoRR abs/2112.06146 (2021) - [i4]Cong Sun, Yuwan Ma, Dongrui Zeng, Gang Tan, Siqi Ma, Yafei Wu:
μDep: Mutation-based Dependency Generation for Precise Taint Analysis on Android Native Code. CoRR abs/2112.06702 (2021) - 2020
- [j10]Xinghua Li, Huijuan Zhang, Yanbing Ren, Siqi Ma, Bin Luo, Jian Weng, Jianfeng Ma, Xiaoming Huang:
PAPU: Pseudonym Swap With Provable Unlinkability Based on Differential Privacy in VANETs. IEEE Internet Things J. 7(12): 11789-11802 (2020) - [j9]Zhuo Ma, Yilong Yang, Ximeng Liu, Yang Liu, Siqi Ma, Kui Ren, Chang Yao:
EmIr-Auth: Eye Movement and Iris-Based Portable Remote Authentication for Smart Grid. IEEE Trans. Ind. Informatics 16(10): 6597-6606 (2020) - [j8]Siqi Ma, Wenqian Shen, Jianping An, Lajos Hanzo:
Antenna Array Diagnosis for Millimeter-Wave MIMO Systems. IEEE Trans. Veh. Technol. 69(4): 4585-4589 (2020) - [j7]Siqi Ma, Yang Liu, Surya Nepal:
Are Android Apps Being Protected Well Against Attacks? IEEE Wirel. Commun. 27(3): 66-71 (2020) - [c17]Siqi Ma, Hehao Li, Wenbo Yang, Juanru Li, Surya Nepal, Elisa Bertino:
Certified Copy? Understanding Security Risks of Wi-Fi Hotspot based Android Data Clone Services. ACSAC 2020: 320-331 - [c16]Yang Liu, Zhuo Ma, Ximeng Liu, Siqi Ma, Surya Nepal, Robert H. Deng, Kui Ren:
Boosting Privately: Federated Extreme Gradient Boosting for Mobile Crowdsensing. ICDCS 2020: 1-11 - [c15]Wei Wang, Yongfeng Ma, Siqi Ma, Jianguo Li, Xiangming Li:
A Pre-restructured Learning-ISTA Deep Network for Millimeter Wave Antenna Array Diagnosis. IWCMC 2020: 183-187 - [c14]Yang Liu, Yilong Yang, Zhuo Ma, Ximeng Liu, Zhuzhu Wang, Siqi Ma:
PE-HEALTH: Enabling Fully Encrypted CNN for Health Monitor with Optimized Communication. IWQoS 2020: 1-10 - [c13]Ruidong Han, Chao Yang, Jianfeng Ma, Siqi Ma, Yunbo Wang, Feng Li:
IMShell-Dec: Pay More Attention to External Links in PowerShell. SEC 2020: 189-202 - [c12]Yuyao Zhang, Siqi Ma, Juanru Li, Kailai Li, Surya Nepal, Dawu Gu:
SMARTSHIELD: Automatic Smart Contract Protection Made Easy. SANER 2020: 23-34 - [c11]Qingzhao Zhang, Yizhuo Wang, Juanru Li, Siqi Ma:
EthPloit: From Fuzzing to Efficient Exploit Generation against Smart Contracts. SANER 2020: 116-126 - [i3]Yansong Gao, Bao Gia Doan, Zhi Zhang, Siqi Ma, Jiliang Zhang, Anmin Fu, Surya Nepal, Hyoungshick Kim:
Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review. CoRR abs/2007.10760 (2020)
2010 – 2019
- 2019
- [c10]Siqi Ma, Runhan Feng, Juanru Li, Yang Liu, Surya Nepal, Diethelm Ostry, Elisa Bertino, Robert H. Deng, Zhuo Ma, Sanjay Jha:
An empirical study of SMS one-time password authentication in Android apps. ACSAC 2019: 339-354 - [c9]Siqi Ma, Elisa Bertino, Surya Nepal, Juanru Li, Diethelm Ostry, Robert H. Deng, Sanjay Jha:
Finding Flaws from Password Authentication Code in Android Apps. ESORICS (1) 2019: 619-637 - [c8]Teng Li, Jianfeng Ma, Qingqi Pei, Yulong Shen, Chi Lin, Siqi Ma, Mohammad S. Obaidat:
AClog: Attack Chain Construction Based on Log Correlation. GLOBECOM 2019: 1-6 - [c7]Long Mai, Yuan Yan, Songlin Jia, Shuran Wang, Jianqiang Wang, Juanru Li, Siqi Ma, Dawu Gu:
Accelerating SM2 Digital Signature Algorithm Using Modern Processor Features. ICICS 2019: 430-446 - [c6]Jianqiang Wang, Siqi Ma, Yuanyuan Zhang, Juanru Li, Zheyu Ma, Long Mai, Tiancheng Chen, Dawu Gu:
NLP-EYE: Detecting Memory Corruptions via Semantic-Aware Memory Operation Function Identification. RAID 2019: 309-321 - [c5]Xiaoping Che, Siqi Ma, Qi Yu, Chenfeng Yue:
An Event-Based User Experience Evaluation Method for Virtual Reality Applications. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 767-774 - [i2]Yang Liu, Zhuo Ma, Ximeng Liu, Siqi Ma, Surya Nepal, Robert H. Deng:
Boosting Privately: Privacy-Preserving Federated Extreme Boosting for Mobile Crowdsensing. CoRR abs/1907.10218 (2019) - [i1]Yang Liu, Zhuo Ma, Ximeng Liu, Zhuzhu Wang, Siqi Ma, Ken Ren:
Revocable Federated Learning: A Benchmark of Federated Forest. CoRR abs/1911.03242 (2019) - 2018
- [j6]Qi Yu, Xiaoping Che, Siqi Ma, Shirui Pan, Yuxiang Yang, Weiwei Xing, Ximeng Wang:
A Hybrid User Experience Evaluation Method for Mobile Games. IEEE Access 6: 49067-49079 (2018) - 2017
- [j5]Siqi Ma, Junzuo Lai, Robert H. Deng, Xuhua Ding:
Adaptable key-policy attribute-based encryption with time interval. Soft Comput. 21(20): 6191-6200 (2017) - [c4]Siqi Ma, Ferdian Thung, David Lo, Cong Sun, Robert H. Deng:
VuRLE: Automatic Vulnerability Detection and Repair by Learning from Examples. ESORICS (2) 2017: 229-246 - 2016
- [j4]Siqi Ma, David Lo, Ning Xi:
Collaborative 'many to many' DDoS detection in cloud. Int. J. Ad Hoc Ubiquitous Comput. 23(3/4): 192-202 (2016) - [c3]Siqi Ma, David Lo, Teng Li, Robert H. Deng:
CDRep: Automatic Repair of Cryptographic Misuses in Android Applications. AsiaCCS 2016: 711-722 - 2015
- [j3]Baodong Qin, Robert H. Deng, Shengli Liu, Siqi Ma:
Attribute-Based Encryption With Efficient Verifiable Outsourced Decryption. IEEE Trans. Inf. Forensics Secur. 10(7): 1384-1393 (2015) - [c2]Siqi Ma, Shaowei Wang, David Lo, Robert Huijie Deng, Cong Sun:
Active Semi-supervised Approach for Checking App Behavior against Its Description. COMPSAC 2015: 179-184 - 2014
- [c1]Ximeng Liu, Hui Zhu, Jianfeng Ma, Jun Ma, Siqi Ma:
Key-Policy Weighted Attribute based Encryption for fine-grained access control. ICC Workshops 2014: 694-699 - 2013
- [j2]Jianfeng Wang, Hua Ma, Qiang Tang, Jin Li, Hui Zhu, Siqi Ma, Xiaofeng Chen:
Efficient verifiable fuzzy keyword search over encrypted data in cloud computing. Comput. Sci. Inf. Syst. 10(2): 667-684 (2013) - 2012
- [j1]Jianfeng Wang, Hua Ma, Qiang Tang, Jin Li, Hui Zhu, Siqi Ma, Xiaofeng Chen:
A New Efficient Verifiable Fuzzy Keyword Search Scheme. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 3(4): 61-71 (2012)
Coauthor Index
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