[
  {
    "id": "dl3-b-private-gradient-clipping-1",
    "type": "article",
    "title": "Deep Learning with Differential Privacy",
    "author": [
      {
        "literal": "Martín Abadi"
      },
      {
        "literal": "Andy Chu"
      },
      {
        "literal": "Ian Goodfellow"
      },
      {
        "literal": "H. Brendan McMahan"
      },
      {
        "literal": "Ilya Mironov"
      },
      {
        "literal": "Kunal Talwar"
      },
      {
        "literal": "Li Zhang"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2016
        ]
      ]
    },
    "URL": "https://arxiv.org/abs/1607.00133",
    "container-title": "arXiv preprint",
    "note": "Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.",
    "archive": "arXiv",
    "archive_location": "1607.00133"
  },
  {
    "id": "dl3-b-private-gradient-clipping-2",
    "type": "article",
    "title": "Understanding Gradient Clipping in Private SGD: A Geometric Perspective",
    "author": [
      {
        "literal": "Xiangyi Chen"
      },
      {
        "literal": "Zhiwei Steven Wu"
      },
      {
        "literal": "Mingyi Hong"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2020
        ]
      ]
    },
    "URL": "https://arxiv.org/abs/2006.15429",
    "container-title": "arXiv preprint",
    "note": "Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.",
    "archive": "arXiv",
    "archive_location": "2006.15429"
  },
  {
    "id": "dl3-b-private-gradient-clipping-3",
    "type": "article",
    "title": "Differentially Private Learning with Adaptive Clipping",
    "author": [
      {
        "literal": "Galen Andrew"
      },
      {
        "literal": "Om Thakkar"
      },
      {
        "literal": "H. Brendan McMahan"
      },
      {
        "literal": "Swaroop Ramaswamy"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2019
        ]
      ]
    },
    "URL": "https://arxiv.org/abs/1905.03871",
    "container-title": "arXiv preprint",
    "note": "Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.",
    "archive": "arXiv",
    "archive_location": "1905.03871"
  },
  {
    "id": "dl3-b-private-gradient-clipping-4",
    "type": "article",
    "title": "Renyi Differential Privacy",
    "author": [
      {
        "literal": "Ilya Mironov"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2017
        ]
      ]
    },
    "URL": "https://arxiv.org/abs/1702.07476",
    "container-title": "arXiv preprint",
    "note": "Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.",
    "archive": "arXiv",
    "archive_location": "1702.07476"
  },
  {
    "id": "dl3-b-private-gradient-clipping-5",
    "type": "paper-conference",
    "title": "Subsampled Renyi Differential Privacy and Analytical Moments Accountant",
    "author": [
      {
        "literal": "Yu-Xiang Wang"
      },
      {
        "literal": "Borja Balle"
      },
      {
        "literal": "Shiva Prasad Kasiviswanathan"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2019
        ]
      ]
    },
    "URL": "https://proceedings.mlr.press/v89/wang19b.html",
    "container-title": "Proceedings of the Twenty-Second International Conference on Artificial Intelligence and Statistics",
    "note": "Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.",
    "volume": "89",
    "page": "1226-1235"
  },
  {
    "id": "dl3-b-private-gradient-clipping-6",
    "type": "paper-conference",
    "title": "Differential Privacy Has Disparate Impact on Model Accuracy",
    "author": [
      {
        "literal": "Eugene Bagdasaryan"
      },
      {
        "literal": "Omid Poursaeed"
      },
      {
        "literal": "Vitaly Shmatikov"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2019
        ]
      ]
    },
    "URL": "https://papers.nips.cc/paper/2019/hash/fc0de4e0396fff257ea362983c2dda5a-Abstract.html",
    "container-title": "Advances in Neural Information Processing Systems",
    "note": "Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.",
    "volume": "32",
    "page": "15479-15488"
  }
]