一、 个人基本信息

董亮，男，1993年6月生，河南息县人，研究生学历，工学博士，讲师。

二、 奖励

[1] 2024年武汉大学“于刚-宋晓”奖学金

[2] 2023年武汉大学网安卓越奖学金

[3] 2021年武汉大学一等学业奖学金

[4] 2020年武汉大学优秀研究生

[5] 2020“创客中国”人工智能中小企业创新创业大赛二等奖

[6] “华为杯”第十五届中国研究生数学建模竞赛二等奖

[7] 2019年第九届APMCM亚太地区大学生数学建模一等奖

[8] 2019年国家奖学金

三、 主讲课程和研究方向

研究方向：

可解释人工智能（XAI）、人工智能安全、计算机视觉、联邦学习、情感计算

四、 论文、著作

[1] Dong L, Chen L, Zheng C, et al. Ocie: Augmenting model interpretability via deconfounded explanation-guided learning[J]. Knowledge-Based Systems, 2024, 302: 112390. (中科院SCI一区，人工智能领域Top期刊)

[2] Dong L, Chen L, Fu Z, et al. Leveraging saliency priors and explanations for enhanced consistent interpretability[J]. Expert Systems with Applications, 2024, 249: 123518. (中科院SCI一区，人工智能领域Top期刊)

[3] Dong L, Qiu J, Fu Z, et al. Stealthy dynamic backdoor attack against neural networks for image classification[J]. Applied Soft Computing, 2023, 149: 110993.（中科院SCI一区，人工智能领域top刊)

[4] Dong L, Fu Z, Chen L, et al. FDNet: Imperceptible backdoor attacks via frequency domain steganography and negative sampling[J]. Neurocomputing, 2024, 583: 127546. (中科院SCI二区，人工智能领域Top刊)

[5] Chen L, Xi Y, Dong L, et al. Identifying influential nodes in complex networks via Transformer[J]. Information Processing & Management, 2024, 61(5): 103775. (中科院SCI一区)

[6] Ding H, Chen L, Dong L, et al. Imbalanced data classification: A KNN and generative adversarial networks-based hybrid approach for intrusion detection[J]. Future Generation Computer Systems, 2022, 131: 240-254. (中科院SCI二区，ESI高被引)

[7] Zheng C, Tao X, Dong L, et al. Decentralized artificial intelligence in construction using blockchain[J]. Automation in Construction, 2024, 166: 105669. (中科院SCI一区Top期刊)

[8] Chao H, Dong L, Liu Y, et al. Emotion recognition from multiband EEG signals using CapsNet[J]. Sensors, 2019, 19(9): 2212. (中科院SCI三区，被引309次)

[9] Zukaib U, Cui X, Zheng C, Dong L， et al. Meta-Fed IDS: Meta-learning and Federated learning based fog-cloud approach to detect known and zero-day cyber attacks in IoMT networks[J]. Journal of Parallel and Distributed Computing, 2024, 192: 104934.（中科院SCI三区）

[10] Chao H, Dong L. Emotion recognition using three-dimensional feature and convolutional neural network from multichannel EEG signals[J]. IEEE sensors journal, 2020, 21(2): 2024-2034. （中科院SCI二区）

[11] Ding H, Chen L, Tao Q, Dong L, et al. DCU-Net: a dual-channel U-shaped network for image splicing forgery detection[J]. Neural computing and applications, 2023, 35(7): 5015-5031.(中科院SCI三区)

[12] Chen L, Peng X, Dong L, et al. Food Public Opinion Prevention and Control Model Based on Sentiment Analysis[J]. Foods, 2024, 13(22): 3697. (中科院SCI二区)

五、 科研项目

[1] 国家重点研发计划,食品安全大数据关键技术研究,2018-12至2021-12,结题，参与。

[2] 先进计算与智能工程国家级实验室,支持数据隐私保护和抗数据投毒的联邦学习安全聚合研究,2024-01至2025-03，结题，参与。

六、 专利

[1]工业控制系统的组件的可信检测方法、装置、设备及存储介质,发明专利，2025，已授权。

七、 联系方式

E-mali: dongliang@henu.edu.cn