diff --git a/Cargo.lock b/Cargo.lock
index aea88db8c..f41e9f121 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -171,7 +171,6 @@ dependencies = [
  "controlled",
  "core2",
  "cpio-decoder",
- "getrandom",
  "getset",
  "hashbrown 0.14.3",
  "id-alloc",
diff --git a/kernel/aster-nix/Cargo.toml b/kernel/aster-nix/Cargo.toml
index 9457fcda6..407a0570d 100644
--- a/kernel/aster-nix/Cargo.toml
+++ b/kernel/aster-nix/Cargo.toml
@@ -61,7 +61,7 @@ lru = "0.12.3"
 log = "0.4"
 bitvec = { version = "1.0", default-features = false, features = ["alloc"] }
 hashbrown = "0.14"
-rand = { version = "0.8.5", default-features = false, features = ["getrandom", "small_rng", "std_rng"] }
+rand = { version = "0.8.5", default-features = false, features = ["small_rng", "std_rng"] }
 static_assertions = "1.1.0"
 inherit-methods-macro = { git = "https://github.com/asterinas/inherit-methods-macro", rev = "98f7e3e" }
 getset = "0.1.2"
@@ -71,11 +71,6 @@ bytemuck_derive = "1.5.0"
 takeable = "0.2.2"
 cfg-if = "1.0"
 
-[target.x86_64-unknown-none.dependencies]
-getrandom = { version = "0.2.10", default-features = false, features = [
-    "rdrand",
-] }
-
 [dependencies.lazy_static]
 version = "1.0"
 features = ["spin_no_std"]
diff --git a/kernel/aster-nix/src/util/random.rs b/kernel/aster-nix/src/util/random.rs
index a31b5e835..973005829 100644
--- a/kernel/aster-nix/src/util/random.rs
+++ b/kernel/aster-nix/src/util/random.rs
@@ -22,8 +22,22 @@ pub fn init() {
     cfg_if::cfg_if! {
         if #[cfg(target_arch = "x86_64")] {
             use rand::SeedableRng;
+            use ostd::arch::read_random;
 
-            RNG.call_once(|| SpinLock::new(StdRng::from_entropy()));
+            let mut seed = <StdRng as SeedableRng>::Seed::default();
+            let mut chunks = seed.as_mut().chunks_exact_mut(size_of::<u64>());
+            for chunk in chunks.by_ref() {
+                let src = read_random().expect("read_random failed multiple times").to_ne_bytes();
+                chunk.copy_from_slice(&src);
+            }
+            let tail = chunks.into_remainder();
+            let n = tail.len();
+            if n > 0 {
+                let src = read_random().expect("read_random failed multiple times").to_ne_bytes();
+                tail.copy_from_slice(&src[..n]);
+            }
+
+            RNG.call_once(|| SpinLock::new(StdRng::from_seed(seed)));
         } else {
             compile_error!("unsupported target");
         }
diff --git a/ostd/src/arch/x86/mod.rs b/ostd/src/arch/x86/mod.rs
index 4161c33bf..bcb42c417 100644
--- a/ostd/src/arch/x86/mod.rs
+++ b/ostd/src/arch/x86/mod.rs
@@ -19,7 +19,10 @@ pub(crate) mod tdx_guest;
 pub mod timer;
 pub mod trap;
 
-use core::{arch::x86_64::_rdtsc, sync::atomic::Ordering};
+use core::{
+    arch::x86_64::{_rdrand64_step, _rdtsc},
+    sync::atomic::Ordering,
+};
 
 #[cfg(feature = "intel_tdx")]
 use ::tdx_guest::tdx_is_enabled;
@@ -79,6 +82,25 @@ pub fn read_tsc() -> u64 {
     unsafe { _rdtsc() }
 }
 
+/// Reads a hardware generated 64-bit random value.
+///
+/// Returns None if no random value was generated.
+pub fn read_random() -> Option<u64> {
+    // Recommendation from "Intel® Digital Random Number Generator (DRNG) Software
+    // Implementation Guide" - Section 5.2.1 and "Intel® 64 and IA-32 Architectures
+    // Software Developer’s Manual" - Volume 1 - Section 7.3.17.1.
+    const RETRY_LIMIT: usize = 10;
+
+    for _ in 0..RETRY_LIMIT {
+        let mut val = 0;
+        let generated = unsafe { _rdrand64_step(&mut val) };
+        if generated == 1 {
+            return Some(val);
+        }
+    }
+    None
+}
+
 fn enable_common_cpu_features() {
     use x86_64::registers::{control::Cr4Flags, model_specific::EferFlags, xcontrol::XCr0Flags};
     let mut cr4 = x86_64::registers::control::Cr4::read();