diff --git a/js/.eslintrc.js b/js/.eslintrc.js
index fd30cb96a5bd0..0bf47c5264f61 100644
--- a/js/.eslintrc.js
+++ b/js/.eslintrc.js
@@ -5,10 +5,18 @@
 
 module.exports = {
   root: true,
-  ignorePatterns: ['**/*.js', 'ort-schema/', 'common/test/type-tests/', 'test/data/', 'node_modules/', 'dist/'],
+  ignorePatterns: [
+    '**/*.js',
+    'node_modules/',
+    'ort-schema/',
+    'common/test/type-tests/',
+    'web/types.d.ts',
+    'test/data/',
+    'dist/',
+  ],
   env: { 'es6': true },
   parser: '@typescript-eslint/parser',
-  parserOptions: { 'project': 'tsconfig.json', 'sourceType': 'module' },
+  parserOptions: { 'project': true, 'sourceType': 'module' },
   plugins: ['@typescript-eslint', 'prefer-arrow', 'header', 'import', 'unicorn', 'jsdoc'],
   rules: {
     'unicorn/filename-case': 'error',
@@ -144,15 +152,56 @@ module.exports = {
       'no-unused-expressions': 'off',
     }
   }, {
-    files: ['web/lib/**/*.ts'],
-    excludedFiles: 'web/lib/wasm/proxy-worker/**/*',
-    parserOptions: { 'project': 'web/tsconfig.json' },
-    rules: {
-      'no-underscore-dangle': 'off',
+    files: ['web/lib/**/*.ts'], rules: {
+      'no-underscore-dangle': ['error', {
+        'allow': [
+          '_free',
+          '_malloc',
+          '_JsepGetNodeName',
+          '_JsepOutput',
+          '_OrtAddFreeDimensionOverride',
+          '_OrtAddRunConfigEntry',
+          '_OrtAddSessionConfigEntry',
+          '_OrtAppendExecutionProvider',
+          '_OrtBindInput',
+          '_OrtBindOutput',
+          '_OrtClearBoundOutputs',
+          '_OrtCreateBinding',
+          '_OrtCreateRunOptions',
+          '_OrtCreateSession',
+          '_OrtCreateSessionOptions',
+          '_OrtCreateTensor',
+          '_OrtEndProfiling',
+          '_OrtFree',
+          '_OrtGetInputName',
+          '_OrtGetInputOutputCount',
+          '_OrtGetLastError',
+          '_OrtGetOutputName',
+          '_OrtGetTensorData',
+          '_OrtInit',
+          '_OrtReleaseBinding',
+          '_OrtReleaseRunOptions',
+          '_OrtReleaseSession',
+          '_OrtReleaseSessionOptions',
+          '_OrtReleaseTensor',
+          '_OrtRun',
+          '_OrtRunWithBinding',
+          '_OrtTrainingCopyParametersFromBuffer',
+          '_OrtTrainingCopyParametersToBuffer',
+          '_OrtTrainingCreateSession',
+          '_OrtTrainingEvalStep',
+          '_OrtTrainingGetModelInputOutputCount',
+          '_OrtTrainingGetModelInputOutputName',
+          '_OrtTrainingGetParametersSize',
+          '_OrtTrainingLazyResetGrad',
+          '_OrtTrainingLoadCheckpoint',
+          '_OrtTrainingOptimizerStep',
+          '_OrtTrainingReleaseCheckpoint',
+          '_OrtTrainingReleaseSession',
+          '_OrtTrainingRunTrainStep'
+        ]
+      }]
     }
-  }, {
-    files: ['web/lib/wasm/proxy-worker/**/*.ts'],
-    parserOptions: { 'project': 'web/lib/wasm/proxy-worker/tsconfig.json' },
   }, {
     files: ['web/lib/onnxjs/**/*.ts'], rules: {
       // TODO: those rules are useful. should turn on them in future (webgl refactor)
@@ -164,6 +213,7 @@ module.exports = {
       'import/no-internal-modules': 'off',
       'prefer-arrow/prefer-arrow-functions': 'off',
       'no-param-reassign': 'off',
+      'no-underscore-dangle': 'off',
       'guard-for-in': 'off'
     }
   }, {
diff --git a/js/web/lib/onnxjs/attribute-with-cache-key.ts b/js/web/lib/onnxjs/attribute-with-cache-key.ts
index 6608b00471e77..5d47570f267a6 100644
--- a/js/web/lib/onnxjs/attribute-with-cache-key.ts
+++ b/js/web/lib/onnxjs/attribute-with-cache-key.ts
@@ -6,13 +6,13 @@ class AttributeWithCacheKeyImpl {
     Object.assign(this, attribute);
   }
 
-  private _cacheKey: string;
+  private key: string;
   public get cacheKey(): string {
-    if (!this._cacheKey) {
-      this._cacheKey =
+    if (!this.key) {
+      this.key =
           Object.getOwnPropertyNames(this).sort().map(name => `${(this as Record<string, unknown>)[name]}`).join(';');
     }
-    return this._cacheKey;
+    return this.key;
   }
 }
 
diff --git a/js/web/lib/wasm/jsep/webgpu/attribute-with-cache-key.ts b/js/web/lib/wasm/jsep/webgpu/attribute-with-cache-key.ts
index adba0fb9d022d..ad56b92c1d869 100644
--- a/js/web/lib/wasm/jsep/webgpu/attribute-with-cache-key.ts
+++ b/js/web/lib/wasm/jsep/webgpu/attribute-with-cache-key.ts
@@ -6,13 +6,13 @@ class AttributeWithCacheKeyImpl {
     Object.assign(this, attribute);
   }
 
-  private _cacheKey: string;
+  private key: string;
   public get cacheKey(): string {
-    if (!this._cacheKey) {
-      this._cacheKey =
+    if (!this.key) {
+      this.key =
           Object.getOwnPropertyNames(this).sort().map(name => `${(this as Record<string, unknown>)[name]}`).join(';');
     }
-    return this._cacheKey;
+    return this.key;
   }
 }