diff --git a/src/lib/helpers/util.ts b/src/lib/helpers/util.ts
index c62e2f7..edd582c 100644
--- a/src/lib/helpers/util.ts
+++ b/src/lib/helpers/util.ts
@@ -82,18 +82,17 @@ export function urlIsPhishingWarning(url: string): boolean {
   return false;
 }
 
-
 const sha256 = async (domain: string) => {
-  const hash = await crypto.subtle.digest('SHA-256', new
-    TextEncoder().encode(domain));
-  return Array.from(new Uint8Array(hash)).map(b =>
-    b.toString(16).padStart(2, '0')).join('');
-}
+  const hash = await crypto.subtle.digest('SHA-256', new TextEncoder().encode(domain));
+  return Array.from(new Uint8Array(hash))
+    .map((b) => b.toString(16).padStart(2, '0'))
+    .join('');
+};
 
 type BlocklistCheckResponse = {
   blocked: boolean;
   hash: string;
-}
+};
 
 export const isBlocked = async (urlString: string): Promise<BlocklistCheckResponse> => {
   const blocklist = await localStorageHelpers.get<string[]>(WgKeys.RequestsBlocklist);
@@ -108,6 +107,90 @@ export const isBlocked = async (urlString: string): Promise<BlocklistCheckRespon
 
   return {
     blocked,
-    hash
+    hash,
   };
+};
+
+export function filterURLQueryParameters(input: string): string {
+  const filteredParams = new Set(
+    [
+      'username',
+      'user',
+      'email',
+      'fullname',
+      'name',
+      'first_name',
+      'last_name',
+      'phone',
+      'phone_number',
+      'address',
+      'city',
+      'state',
+      'zipcode',
+      'postal_code',
+      'country',
+      'ssn',
+      'passport',
+      'driver_license',
+      'credit_card',
+      'password',
+      'token',
+      'auth',
+      'authentication',
+      'session',
+      'bank_account',
+      'bvn',
+      'routing_number',
+      'transaction_id',
+      'medical_record',
+      'health_insurance',
+      'patient_id',
+      'national_id',
+      'tax_id',
+      'employee_id',
+      'member_id',
+      'ip_address',
+      'mac_address',
+      'device_id',
+      'login',
+      'subscriber_id',
+      'member',
+      'profile_id',
+      'user_id',
+      'api_key',
+      'client_id',
+      'client_secret',
+      'access_token',
+      'refresh_token',
+      'dob',
+      'gender',
+      'race',
+      'nationality',
+      'marital_status',
+      'wallet_address',
+      'public_key',
+      'tx_id',
+      'transaction_hash',
+      'nonce',
+      'contract_address',
+      'token_id',
+      'signature',
+      'seed_phrase',
+      'node_id',
+      'chain_id',
+    ].map((p) => p.toLowerCase())
+  );
+
+  const url = new URL(input);
+  const params = url.searchParams;
+
+  Array.from(params.keys()).forEach((key) => {
+    if (filteredParams.has(key.toLowerCase())) {
+      params.delete(key);
+    }
+  });
+
+  url.search = params.toString();
+
+  return url.toString();
 }
diff --git a/src/services/phishing/phishingService.ts b/src/services/phishing/phishingService.ts
index 97f7cae..c03f88a 100644
--- a/src/services/phishing/phishingService.ts
+++ b/src/services/phishing/phishingService.ts
@@ -2,7 +2,7 @@ import { AlertHandler } from '../../lib/helpers/chrome/alertHandler';
 import localStorageHelpers from '../../lib/helpers/chrome/localStorage';
 import { WgKeys } from '../../lib/helpers/chrome/localStorageKeys';
 import { getDomainNameFromURL } from '../../lib/helpers/phishing/parseDomainHelper';
-import { urlIsPhishingWarning } from '../../lib/helpers/util';
+import { filterURLQueryParameters, urlIsPhishingWarning } from '../../lib/helpers/util';
 import { ExtensionSettings } from '../../lib/settings';
 import { AlertDetail } from '../../models/Alert';
 import { RecommendedAction } from '../../models/PhishingResponse';
@@ -22,7 +22,11 @@ export async function checkUrlForPhishing(tab: chrome.tabs.Tab) {
   // do not scan if domain is browser native page
   if (hasBrowserPrefix(url)) return;
 
-  const pdsResponse = await domainScan(url);
+  // Scrub the URL of sensitive query parameters before any scan
+  const scrubbedUrl = filterURLQueryParameters(url);
+
+  const pdsResponse = await domainScan(scrubbedUrl);
+
   chrome.storage.local.set({ currentSite: pdsResponse });
 
   const recentlyCreatedWarning = pdsResponse?.riskFactors?.find(
@@ -59,7 +63,8 @@ export async function checkUrlForPhishing(tab: chrome.tabs.Tab) {
   const currentUrl = (await chrome.tabs.get(tab.id)).url;
   const currentDomainName = getDomainNameFromURL(currentUrl || '');
   const tabExists = currentDomainName === pdsResponse?.domainName;
-  const shouldBlock = pdsResponse?.recommendedAction === RecommendedAction.Block && settings?.phishingDetection && tabExists;
+  const shouldBlock =
+    pdsResponse?.recommendedAction === RecommendedAction.Block && settings?.phishingDetection && tabExists;
   const criticalRiskFactor: RiskFactor | undefined = pdsResponse?.riskFactors?.find(
     (warning) => warning.severity === Severity.Critical
   );
diff --git a/src/tests/phishingService.test.ts b/src/tests/phishingService.test.ts
new file mode 100644
index 0000000..7964971
--- /dev/null
+++ b/src/tests/phishingService.test.ts
@@ -0,0 +1,74 @@
+import { filterURLQueryParameters } from '../lib/helpers/util';
+
+describe('filterURLQueryParameters', () => {
+  it('should remove sensitive query parameters', () => {
+    const url = 'https://example.com?username=user&email=test@example.com&non_sensitive=data';
+    const expected = 'https://example.com/?non_sensitive=data';
+    expect(filterURLQueryParameters(url)).toBe(expected);
+  });
+
+  it('should handle URLs without query parameters', () => {
+    const url = 'https://example.com';
+    const expected = 'https://example.com/';
+    expect(filterURLQueryParameters(url)).toBe(expected);
+  });
+
+  it('should handle URLs with mixed case query parameters', () => {
+    const url = 'https://example.com?UserName=user&EMAIL=test@example.com';
+    const expected = 'https://example.com/';
+    expect(filterURLQueryParameters(url)).toBe(expected);
+  });
+
+  it('should not remove non-sensitive query parameters', () => {
+    const url = 'https://example.com?data=value&info=morevalue';
+    const expected = 'https://example.com/?data=value&info=morevalue';
+    expect(filterURLQueryParameters(url)).toBe(expected);
+  });
+
+  it('should handle multiple sensitive query parameters', () => {
+    const url = 'https://example.com?username=user&password=pass123&token=abc123';
+    const expected = 'https://example.com/';
+    expect(filterURLQueryParameters(url)).toBe(expected);
+  });
+
+  it('should handle encoded and special characters in query parameters', () => {
+    const url = 'https://example.com?username=user&redirect_uri=https%3A%2F%2Fexample.com%2Fcallback';
+    const expected = 'https://example.com/?redirect_uri=https%3A%2F%2Fexample.com%2Fcallback';
+    expect(filterURLQueryParameters(url)).toBe(expected);
+  });
+});
+
+it('should return the same URL if there are no sensitive query parameters', () => {
+  const url = 'https://example.com/?data=value&info=morevalue';
+  expect(filterURLQueryParameters(url)).toBe(url);
+});
+
+it('should handle URLs with empty query parameters correctly', () => {
+  const url = 'https://example.com?username=&token=';
+  const expected = 'https://example.com/';
+  expect(filterURLQueryParameters(url)).toBe(expected);
+});
+
+it('should handle multiple instances of the same sensitive parameter', () => {
+  const url = 'https://example.com?user=user1&user=user2&info=morevalue';
+  const expected = 'https://example.com/?info=morevalue';
+  expect(filterURLQueryParameters(url)).toBe(expected);
+});
+
+it('should preserve hash fragments in URLs', () => {
+  const url = 'https://example.com?username=user#contact';
+  const expected = 'https://example.com/#contact';
+  expect(filterURLQueryParameters(url)).toBe(expected);
+});
+
+it('should correctly handle URLs with complex encoded components', () => {
+  const url = 'https://example.com?redirect_uri=https%3A%2F%2Fexample.com%2Fpath%3Farg%3Dvalue&user=user';
+  const expected = 'https://example.com/?redirect_uri=https%3A%2F%2Fexample.com%2Fpath%3Farg%3Dvalue';
+  expect(filterURLQueryParameters(url)).toBe(expected);
+});
+
+it('should handle complex real-world URLs', () => {
+  const url = 'https://example.com?user=user&password=pass&token=123&lang=en&session=abc123&page=1';
+  const expected = 'https://example.com/?lang=en&page=1';
+  expect(filterURLQueryParameters(url)).toBe(expected);
+});