FederatedAI · dylan-fan · Nov 10, 2023 · Oct 25, 2023 · Oct 30, 2023 · Oct 30, 2023
diff --git a/.gitmodules b/.gitmodules
@@ -5,7 +5,7 @@
 [submodule "eggroll"]
 	path = eggroll
 	url = https://github.com/WeBankFinTech/eggroll.git
-	branch = v2.5.2
+	branch = v2.5.3
 [submodule "fateflow"]
 	path = fateflow
 	url = https://github.com/FederatedAI/FATE-Flow.git

diff --git a/RELEASE.md b/RELEASE.md
@@ -1,3 +1,12 @@
+## Release 1.11.4
+### Major Features and Improvements
+> FederatedML
+* Unified key length configuration of encryption algorithm, update default key length to 2048.
+
+> Bug-Fix
+* Modify hessian computation of softmax cross entropy in SecureBoost, to align with LightGBM.
+* Fix Model initialization error in Homo Neural Network predicting process.
+
 ## Release 1.11.3
 ### Major Features and Improvements
 > FederatedML
@@ -14,7 +23,7 @@
 * Hetero SecureBoost supports running multiple boosting rounds in complete secure mode with `complete_secure` option 
 
 > Bug-Fix
-* Fix hessian computation of softmax cross entropy in SecureBoostt
+* Fix hessian computation of softmax cross entropy in SecureBoost
 
 
 ## Release 1.11.1

diff --git a/deploy/standalone-deploy/README.md b/deploy/standalone-deploy/README.md
@@ -41,7 +41,7 @@ export version={FATE version for this deployment}
 example:
 
 ```bash
-export version=1.11.3
+export version=1.11.4
 ```
 
 ### 2.2 Pulling mirrors

diff --git a/deploy/standalone-deploy/README.zh.md b/deploy/standalone-deploy/README.zh.md
@@ -35,13 +35,13 @@
 设置部署所需环境变量(注意, 通过以下方式设置的环境变量仅在当前终端会话有效, 若打开新的终端会话, 如重新登录或者新窗口, 请重新设置)
 
 ```bash
-export version={本次部署的FATE版本号, 如1.11.3}
+export version={本次部署的FATE版本号, 如1.11.4}
 ```
 
 样例:
 
 ```bash
-export version=1.11.3
+export version=1.11.4
 ```
 
 ### 2.2 拉取镜像

diff --git a/eggroll b/eggroll
diff --git a/examples/benchmark_performance/hetero_lr/test_hetero_lr_train_job_conf.json b/examples/benchmark_performance/hetero_lr/test_hetero_lr_train_job_conf.json
@@ -18,17 +18,30 @@
     "component_parameters": {
         "common": {
             "intersection_0": {
-                "intersect_method": "raw"
+                "intersect_method": "rsa",
+                "rsa_params": {
+                    "hash_method": "sha256",
+                    "final_hash_method": "sha256",
+                    "key_length": 1024
+                }
             },
             "intersection_1": {
-                "intersect_method": "raw"
+                "intersect_method": "rsa",
+                "rsa_params": {
+                    "hash_method": "sha256",
+                    "final_hash_method": "sha256",
+                    "key_length": 1024
+                }
             },
             "hetero_feature_binning_0": {
                 "method": "optimal",
                 "bin_indexes": -1,
                 "optimal_binning_param": {
                     "metric_method": "iv",
                     "init_bucket_method": "quantile"
+                },
+                "encrypt_param": {
+                    "key_length": 1024
                 }
             },
             "hetero_feature_selection_0": {
@@ -91,6 +104,9 @@
                 "init_param": {
                     "init_method": "zeros"
                 },
+                "encrypt_param": {
+                    "key_length": 1024
+                },
                 "max_iter": 5,
                 "early_stop": "diff"
             }

diff --git a/examples/benchmark_performance/hetero_sbt/test_hetero_secureboost_train_job_conf.json b/examples/benchmark_performance/hetero_sbt/test_hetero_secureboost_train_job_conf.json
@@ -15,17 +15,30 @@
     "component_parameters": {
         "common": {
             "intersection_0": {
-                "intersect_method": "raw"
+                "intersect_method": "rsa",
+                "rsa_params": {
+                    "hash_method": "sha256",
+                    "final_hash_method": "sha256",
+                    "key_length": 1024
+                }
             },
             "intersection_1": {
-                "intersect_method": "raw"
+                "intersect_method": "rsa",
+                "rsa_params": {
+                    "hash_method": "sha256",
+                    "final_hash_method": "sha256",
+                    "key_length": 1024
+                }
             },
             "hetero_feature_binning_0": {
                 "method": "optimal",
                 "bin_indexes": -1,
                 "optimal_binning_param": {
                     "metric_method": "iv",
                     "init_bucket_method": "quantile"
+                },
+                "encrypt_param": {
+                    "key_length": 1024
                 }
             },
             "hetero_feature_selection_0": {
@@ -101,7 +114,8 @@
                     "ks"
                 ],
                 "encrypt_param": {
-                    "method": "Paillier"
+                    "method": "Paillier",
+                    "key_length":  1024
                 },
                 "early_stopping_rounds": 5,
                 "tree_param": {

diff --git a/examples/benchmark_performance/hetero_sshe_lr/test_hetero_sshe_lr_train_job_conf.json b/examples/benchmark_performance/hetero_sshe_lr/test_hetero_sshe_lr_train_job_conf.json
@@ -18,17 +18,30 @@
     "component_parameters": {
         "common": {
             "intersection_0": {
-                "intersect_method": "raw"
+                "intersect_method": "rsa",
+                "rsa_params": {
+                    "hash_method": "sha256",
+                    "final_hash_method": "sha256",
+                    "key_length": 1024
+                }
             },
             "intersection_1": {
-                "intersect_method": "raw"
+                "intersect_method": "rsa",
+                "rsa_params": {
+                    "hash_method": "sha256",
+                    "final_hash_method": "sha256",
+                    "key_length": 1024
+                }
             },
             "hetero_feature_binning_0": {
                 "method": "optimal",
                 "bin_indexes": -1,
                 "optimal_binning_param": {
                     "metric_method": "iv",
                     "init_bucket_method": "quantile"
+                },
+                "encrypt_param": {
+                    "key_length": 1024
                 }
             },
             "hetero_feature_selection_0": {
@@ -91,6 +104,9 @@
                 "init_param": {
                     "init_method": "zeros"
                 },
+                "encrypt_param": {
+                    "key_length": 1024
+                },
                 "max_iter": 5,
                 "early_stop": "diff"
             }

diff --git a/examples/benchmark_quality/hetero_fast_sbt/fate-fast-sbt.py b/examples/benchmark_quality/hetero_fast_sbt/fate-fast-sbt.py
@@ -72,15 +72,21 @@ def main(config="../../config.yaml", param="./xgb_config_binary.yaml", namespace
         with_label=False)
 
     # data intersect component
-    intersect_0 = Intersection(name="intersection_0")
-    intersect_1 = Intersection(name="intersection_1")
+    intersect_0 = Intersection(
+        name="intersection_0",
+        intersect_method="rsa",
+        rsa_params={"hash_method": "sha256", "final_hash_method": "sha256", "key_length": 1024})
+    intersect_1 = Intersection(
+        name="intersection_1",
+        intersect_method="rsa",
+        rsa_params={"hash_method": "sha256", "final_hash_method": "sha256", "key_length": 2048})
 
     # secure boost component
     hetero_fast_sbt_0 = HeteroFastSecureBoost(name="hetero_fast_sbt_0",
                                               num_trees=param['tree_num'],
                                               task_type=param['task_type'],
                                               objective_param={"objective": param['loss_func']},
-                                              encrypt_param={"method": "Paillier"},
+                                              encrypt_param={"method": "Paillier", "key_length": 1024},
                                               tree_param={"max_depth": param['tree_depth']},
                                               validation_freqs=1,
                                               subsample_feature_rate=1,

diff --git a/examples/benchmark_quality/hetero_linear_regression/fate-linr.py b/examples/benchmark_quality/hetero_linear_regression/fate-linr.py
@@ -71,14 +71,18 @@ def main(config="../../config.yaml", param="./linr_config.yaml", namespace=""):
     data_transform_0.get_party_instance(role='host', party_id=host).component_param(with_label=False)
 
     # define Intersection component
-    intersection_0 = Intersection(name="intersection_0")
+    intersection_0 = Intersection(
+        name="intersection_0",
+        intersect_method="rsa",
+        rsa_params={"hash_method": "sha256", "final_hash_method": "sha256", "key_length": 2048})
 
     param = {
         "penalty": param["penalty"],
         "max_iter": param["max_iter"],
         "optimizer": param["optimizer"],
         "learning_rate": param["learning_rate"],
         "init_param": param["init_param"],
+        "encrypt_param": param["encrypt_param"],
         "batch_size": param["batch_size"],
         "alpha": param["alpha"]
     }

diff --git a/examples/benchmark_quality/hetero_linear_regression/fate-sshe-linr.py b/examples/benchmark_quality/hetero_linear_regression/fate-sshe-linr.py
@@ -79,6 +79,7 @@ def main(config="../../config.yaml", param="./sshe_linr_config.yaml", namespace=
         "optimizer": param["optimizer"],
         "learning_rate": param["learning_rate"],
         "init_param": param["init_param"],
+        "encrypt_param": param["encrypt_param"],
         "batch_size": param["batch_size"],
         "alpha": param["alpha"],
         "early_stop": param["early_stop"],

diff --git a/examples/benchmark_quality/hetero_linear_regression/linr_config.yaml b/examples/benchmark_quality/hetero_linear_regression/linr_config.yaml
@@ -11,3 +11,5 @@ alpha: 0.01
 tol: 1e-4
 init_param:
   init_method: "zeros"
+encrypt_param:
+  key_length: 1024
diff --git a/examples/benchmark_quality/hetero_linear_regression/sshe_linr_config.yaml b/examples/benchmark_quality/hetero_linear_regression/sshe_linr_config.yaml
@@ -12,3 +12,5 @@ early_stop: "diff"
 reveal_strategy: "respectively"
 init_param:
   init_method: "zeros"
+encrypt_param:
+  key_length: 1024
diff --git a/examples/benchmark_quality/hetero_lr/pipeline-lr-binary.py b/examples/benchmark_quality/hetero_lr/pipeline-lr-binary.py
@@ -89,7 +89,10 @@ def main(config="../../config.yaml", param="./lr_config.yaml", namespace=""):
     data_transform_0.get_party_instance(role='host', party_id=host).component_param(with_label=False)
 
     # define Intersection component
-    intersection_0 = Intersection(name="intersection_0")
+    intersection_0 = Intersection(
+        name="intersection_0",
+        intersect_method="rsa",
+        rsa_params={"hash_method": "sha256", "final_hash_method": "sha256", "key_length": 2048})
 
     lr_param = {
     }
@@ -109,6 +112,9 @@ def main(config="../../config.yaml", param="./lr_config.yaml", namespace=""):
         "init_param": {
             "init_method": param.get("init_method", 'random_uniform'),
             "random_seed": param.get("random_seed", 103)
+        },
+        "encrypt_param": {
+            "key_length": 1024
         }
     }
     lr_param.update(config_param)

diff --git a/examples/benchmark_quality/hetero_lr/pipeline-lr-multi.py b/examples/benchmark_quality/hetero_lr/pipeline-lr-multi.py
@@ -77,7 +77,10 @@ def main(config="../../config.yaml", param="./vehicle_config.yaml", namespace=""
     data_transform_0.get_party_instance(role='host', party_id=host).component_param(with_label=False)
 
     # define Intersection component
-    intersection_0 = Intersection(name="intersection_0")
+    intersection_0 = Intersection(
+        name="intersection_0",
+        intersect_method="rsa",
+        rsa_params={"hash_method": "sha256", "final_hash_method": "sha256", "key_length": 2048})
 
     lr_param = {
     }
@@ -95,6 +98,9 @@ def main(config="../../config.yaml", param="./vehicle_config.yaml", namespace=""
         "init_param": {
             "init_method": param.get("init_method", 'random_uniform'),
             "random_seed": param.get("random_seed", 103)
+        },
+        "encrypt_param": {
+            "key_length": 1024
         }
     }
     lr_param.update(config_param)

diff --git a/examples/benchmark_quality/hetero_lr/pipeline-sshe-lr-binary.py b/examples/benchmark_quality/hetero_lr/pipeline-sshe-lr-binary.py
@@ -88,7 +88,10 @@ def main(config="../../config.yaml", param="./lr_config.yaml", namespace=""):
     data_transform_0.get_party_instance(role='host', party_id=host).component_param(with_label=False)
 
     # define Intersection component
-    intersection_0 = Intersection(name="intersection_0")
+    intersection_0 = Intersection(
+        name="intersection_0",
+        intersect_method="rsa",
+        rsa_params={"hash_method": "sha256", "final_hash_method": "sha256", "key_length": 2048})
 
     lr_param = {
     }
@@ -107,6 +110,9 @@ def main(config="../../config.yaml", param="./lr_config.yaml", namespace=""):
             "random_seed": param.get("random_seed", 103),
             "fit_intercept": True
         },
+        "encrypt_param": {
+            "key_length": 1024
+        },
         "reveal_strategy": param.get("reveal_strategy", "respectively"),
         "reveal_every_iter": True
     }

diff --git a/examples/benchmark_quality/hetero_lr/pipeline-sshe-lr-multi.py b/examples/benchmark_quality/hetero_lr/pipeline-sshe-lr-multi.py
@@ -78,7 +78,10 @@ def main(config="../../config.yaml", param="./vehicle_sshe_lr_config.yaml", name
     data_transform_0.get_party_instance(role='host', party_id=host).component_param(with_label=False)
 
     # define Intersection component
-    intersection_0 = Intersection(name="intersection_0")
+    intersection_0 = Intersection(
+        name="intersection_0",
+        intersect_method="rsa",
+        rsa_params={"hash_method": "sha256", "final_hash_method": "sha256", "key_length": 2048})
 
     lr_param = {
     }
@@ -96,6 +99,9 @@ def main(config="../../config.yaml", param="./vehicle_sshe_lr_config.yaml", name
             "random_seed": param.get("random_seed", 103),
             "fit_intercept": True
         },
+        "encrypt_param": {
+            "key_length": 1024
+        },
         "reveal_strategy": param.get("reveal_strategy", "respectively"),
         "reveal_every_iter": True
     }

diff --git a/examples/benchmark_quality/hetero_nn/fate-hetero_nn.py b/examples/benchmark_quality/hetero_nn/fate-hetero_nn.py
@@ -107,7 +107,10 @@ def main(
         role='host', party_id=host).component_param(
         with_label=False)
 
-    intersection_0 = Intersection(name="intersection_0")
+    intersection_0 = Intersection(
+        name="intersection_0",
+        intersect_method="rsa",
+        rsa_params={"hash_method": "sha256", "final_hash_method": "sha256", "key_length": 2048})
 
     guest_bottom, host_bottom, interactive_layer, top_layer = build(
         param, param['shape1'], param['shape2'])
@@ -128,6 +131,7 @@ def main(
         interactive_layer_lr=param["learning_rate"],
         batch_size=param["batch_size"],
         seed=100,
+        encrypt_param={"key_length": 1024},
         dataset=ds_param)
     guest_nn_0 = hetero_nn_0.get_party_instance(role='guest', party_id=guest)
     host_nn_0 = hetero_nn_0.get_party_instance(role='host', party_id=host)

diff --git a/examples/benchmark_quality/hetero_nn_pytorch/fate-hetero_nn.py b/examples/benchmark_quality/hetero_nn_pytorch/fate-hetero_nn.py
@@ -46,7 +46,10 @@ def main(config="./config.yaml", param="./hetero_nn_breast_config.yaml", namespa
     data_transform_0.get_party_instance(role='guest', party_id=guest).component_param(with_label=True)
     data_transform_0.get_party_instance(role='host', party_id=host).component_param(with_label=False)
 
-    intersection_0 = Intersection(name="intersection_0")
+    intersection_0 = Intersection(
+        name="intersection_0",
+        intersect_method="rsa",
+        rsa_params={"hash_method": "sha256", "final_hash_method": "sha256", "key_length": 2048})
 
     guest_input_shape = param['guest_input_shape']
     host_input_shape = param['host_input_shape']
@@ -78,7 +81,7 @@ def main(config="./config.yaml", param="./hetero_nn_breast_config.yaml", namespa
 
     hetero_nn_0 = HeteroNN(name="hetero_nn_0", epochs=param["epochs"],
                            interactive_layer_lr=param["learning_rate"], batch_size=param["batch_size"],
-                           early_stop="diff")
+                           early_stop="diff", encrypt_param={"key_length": 1024})
     guest_nn_0 = hetero_nn_0.get_party_instance(role='guest', party_id=guest)
     guest_nn_0.add_bottom_model(bottom_model_guest)
     guest_nn_0.add_top_model(top_model_guest)