diff --git a/as-types/Cargo.toml b/as-types/Cargo.toml
index a4fdc91..fcdf2f6 100644
--- a/as-types/Cargo.toml
+++ b/as-types/Cargo.toml
@@ -4,6 +4,7 @@ version = "0.1.0"
 edition = "2021"
 
 [dependencies]
-kbs-types = "0.4"
+# TODO: change it to "0.5", once released.
+kbs-types = { git = "https://github.com/virtee/kbs-types", rev = "c90df0e" }
 serde.workspace = true
 serde_json.workspace = true
diff --git a/attestation-service/Cargo.toml b/attestation-service/Cargo.toml
index ed68803..7b52d28 100644
--- a/attestation-service/Cargo.toml
+++ b/attestation-service/Cargo.toml
@@ -5,11 +5,12 @@ edition = "2021"
 
 [features]
 default = [ "rvps-native", "all-verifier" ]
-all-verifier = [ "tdx-verifier", "sgx-verifier", "snp-verifier", "az-snp-vtpm-verifier" ]
+all-verifier = [ "tdx-verifier", "sgx-verifier", "snp-verifier", "az-snp-vtpm-verifier", "csv-verifier" ]
 tdx-verifier = [ "eventlog-rs", "scroll", "sgx-dcap-quoteverify-rs" ]
 sgx-verifier = [ "scroll", "sgx-dcap-quoteverify-rs" ]
 az-snp-vtpm-verifier = [ "az-snp-vtpm", "sev" ]
 snp-verifier = [ "asn1-rs", "openssl", "sev", "x509-parser" ]
+csv-verifier = [ "openssl", "csv-rs", "codicon" ]
 
 rvps-native = []
 rvps-grpc = [ "tonic" ]
@@ -29,10 +30,11 @@ eventlog-rs = { version = "0.1.3", optional = true }
 futures = "0.3.17"
 hex = "0.4.3"
 sgx-dcap-quoteverify-rs = { git = "https://github.com/intel/SGXDataCenterAttestationPrimitives", tag = "DCAP_1.16", optional = true }
-kbs-types = "0.4"
+# TODO: change it to "0.5", once released.
+kbs-types = { git = "https://github.com/virtee/kbs-types", rev = "c90df0e" }
 lazy_static = "1.4.0"
 log.workspace = true
-openssl = { version = "0.10.43", optional = true }
+openssl = { version = "0.10.55", optional = true }
 path-clean = "1.0.1"
 prost.workspace = true
 scroll = { version = "0.11.0", default-features = false, features = ["derive"], optional = true }
@@ -50,6 +52,9 @@ tokio.workspace = true
 tonic = { workspace = true, optional = true }
 uuid = { version = "1.1.2", features = ["v4"] }
 x509-parser = { version = "0.14.0", optional = true }
+# TODO: change it to "0.1", once released.                                                                                                                                         
+csv-rs = { git = "https://gitee.com/anolis/csv-rs", rev = "8a90aac", optional = true }
+codicon = { version = "3.0", optional = true }
 
 [build-dependencies]
 shadow-rs.workspace = true
diff --git a/attestation-service/src/verifier/csv/hrk.cert b/attestation-service/src/verifier/csv/hrk.cert
new file mode 100644
index 0000000..28b91bb
Binary files /dev/null and b/attestation-service/src/verifier/csv/hrk.cert differ
diff --git a/attestation-service/src/verifier/csv/mod.rs b/attestation-service/src/verifier/csv/mod.rs
new file mode 100644
index 0000000..18def9a
--- /dev/null
+++ b/attestation-service/src/verifier/csv/mod.rs
@@ -0,0 +1,164 @@
+// Copyright (C) Hygon Info Technologies Ltd.
+//
+// SPDX-License-Identifier: Apache-2.0
+//
+
+use anyhow::{anyhow, Context, Result};
+extern crate serde;
+use self::serde::{Deserialize, Serialize};
+use super::*;
+use async_trait::async_trait;
+use base64::Engine;
+use serde_json::json;
+use sha2::{Digest, Sha384};
+use csv_rs::{
+    api::guest::{AttestationReport, Body},
+    certs::{ca, csv, Verifiable},
+};
+use codicon::Decoder;
+use kbs_types::TeePubKey;
+
+#[derive(Serialize, Deserialize)]
+struct CertificateChain {
+    hsk: ca::Certificate,
+    cek: csv::Certificate,
+    pek: csv::Certificate,
+}
+
+#[derive(Serialize, Deserialize)]
+struct CsvEvidence {
+    attestation_report: AttestationReport,
+    cert_chain: CertificateChain,
+}
+
+pub const HRK: &[u8] = include_bytes!("hrk.cert");
+
+#[derive(Debug, Default)]
+pub struct CsvVerifier {}
+
+#[async_trait]
+impl Verifier for CsvVerifier {
+    async fn evaluate(
+        &self,
+        nonce: String,
+        attestation: &Attestation,
+    ) -> Result<TeeEvidenceParsedClaim> {
+        let tee_evidence = serde_json::from_str::<CsvEvidence>(&attestation.tee_evidence)
+            .context("Deserialize Quote failed.")?;
+
+        verify_report_signature(&tee_evidence)?;
+
+        let report_raw = restore_attestation_report(tee_evidence.attestation_report)?;
+
+        let expected_report_data = calculate_expected_report_data(&nonce, &attestation.tee_pubkey);
+        if report_raw.body.report_data != expected_report_data {
+            return Err(anyhow!("Report Data Mismatch"));
+        }
+
+        parse_tee_evidence(&report_raw)
+    }
+}
+
+fn calculate_expected_report_data(nonce: &String, tee_pubkey: &TeePubKey) -> [u8; 64] {
+    let mut hasher = Sha384::new();
+
+    hasher.update(nonce.as_bytes());
+    hasher.update(&tee_pubkey.k_mod);
+    hasher.update(&tee_pubkey.k_exp);
+
+    let partial_hash = hasher.finalize();
+
+    let mut hash = [0u8; 64];
+    hash[..48].copy_from_slice(&partial_hash);
+
+    hash
+}
+
+fn verify_report_signature(evidence: &CsvEvidence) -> Result<()> {
+    // Verify certificate chain
+    let hrk = ca::Certificate::decode(&mut &HRK[..], ())?;
+    (&hrk, &hrk).verify()
+        .context("HRK cert Signature validation failed.")?;
+    (&hrk, &evidence.cert_chain.hsk).verify()
+        .context("HSK cert Signature validation failed.")?;
+    (&evidence.cert_chain.hsk, &evidence.cert_chain.cek).verify()
+        .context("CEK cert Signature validation failed.")?;
+    (&evidence.cert_chain.cek, &evidence.cert_chain.pek).verify()
+        .context("PEK cert Signature validation failed.")?;
+
+        // Verify the TEE Hardware signature.
+    (&evidence.cert_chain.pek, &evidence.attestation_report).verify()
+        .context("Attestation Report Signature validation failed.")?;
+
+    Ok(())
+}
+
+fn xor_with_anonce(data: &mut [u8], anonce: &u32){
+    let mut anonce_array = [0u8; 4];
+    anonce_array[..].copy_from_slice(&anonce.to_le_bytes());
+
+    for (index, item) in data.iter_mut().enumerate() {
+        *item ^= anonce_array[index % 4];
+    }
+}
+
+fn restore_attestation_report(report: AttestationReport) -> Result<AttestationReport> {
+    let body = &report.body;
+    let mut user_pubkey_digest = body.user_pubkey_digest.clone();
+    xor_with_anonce(&mut user_pubkey_digest, &report.anonce);
+    let mut vm_id = body.vm_id.clone();
+    xor_with_anonce(&mut vm_id, &report.anonce);
+    let mut vm_version = body.vm_version.clone();
+    xor_with_anonce(&mut vm_version, &report.anonce);
+    let mut report_data = body.report_data.clone();
+    xor_with_anonce(&mut report_data, &report.anonce);
+    let mut mnonce = body.mnonce.clone();
+    xor_with_anonce(&mut mnonce, &report.anonce);
+    let mut measure = body.measure.clone();
+    xor_with_anonce(&mut measure, &report.anonce);
+
+    let policy = report.body.policy.xor(&report.anonce);
+
+    Ok(AttestationReport {
+        body: Body {
+            user_pubkey_digest,
+            vm_id,
+            vm_version,
+            report_data,
+            mnonce,
+            measure,
+            policy,
+        },
+        ..report
+    })
+}
+
+// Dump the CSV information from the report.
+fn parse_tee_evidence(report: &AttestationReport) -> Result<TeeEvidenceParsedClaim> {
+    let body = &report.body;
+    let claims_map = json!({
+        // policy fields
+        "policy_nodbg": format!("{}",body.policy.nodbg()),
+        "policy_noks": format!("{}", body.policy.noks()),
+        "policy_es": format!("{}", body.policy.es()),
+        "policy_nosend": format!("{}", body.policy.nosend()),
+        "policy_domain": format!("{}", body.policy.domain()),
+        "policy_csv": format!("{}", body.policy.csv()),
+        "policy_csv3": format!("{}", body.policy.csv3()),
+        "policy_asid_reuse": format!("{}", body.policy.asid_reuse()),
+        "policy_hsk_version": format!("{}", body.policy.hsk_version()),
+        "policy_cek_version": format!("{}", body.policy.cek_version()),
+        "policy_api_major": format!("{}", body.policy.api_major()),
+        "policy_api_minor": format!("{}", body.policy.api_minor()),
+
+        // launch info inject with pdh and session data
+        "user_pubkey_digest": format!("{}", base64::engine::general_purpose::STANDARD.encode(body.user_pubkey_digest)),
+        "vm_id": format!("{}", base64::engine::general_purpose::STANDARD.encode(body.vm_id)),
+        "vm_version": format!("{}", base64::engine::general_purpose::STANDARD.encode(body.vm_version)),
+
+        // measurement
+        "measurement": format!("{}", base64::engine::general_purpose::STANDARD.encode(body.measure)),
+    });                 
+
+    Ok(claims_map as TeeEvidenceParsedClaim)
+}
diff --git a/attestation-service/src/verifier/mod.rs b/attestation-service/src/verifier/mod.rs
index 7a9950f..0285958 100644
--- a/attestation-service/src/verifier/mod.rs
+++ b/attestation-service/src/verifier/mod.rs
@@ -17,6 +17,9 @@ pub mod tdx;
 #[cfg(feature = "sgx-verifier")]
 pub mod sgx;
 
+#[cfg(feature = "csv-verifier")]
+pub mod csv;
+
 pub(crate) fn to_verifier(tee: &Tee) -> Result<Box<dyn Verifier + Send + Sync>> {
     match tee {
         Tee::Sev | Tee::Cca => todo!(),
@@ -57,6 +60,15 @@ pub(crate) fn to_verifier(tee: &Tee) -> Result<Box<dyn Verifier + Send + Sync>>
                 }
             }
         }
+        Tee::Csv => {
+            cfg_if::cfg_if! {
+                if #[cfg(feature = "csv-verifier")] {
+                    Ok(Box::<csv::CsvVerifier>::default() as Box<dyn Verifier + Send + Sync>)
+                } else {
+                    anyhow::bail!("feature `csv-verifier` is not enabled!");
+                }
+            }
+        }
     }
 }
 
diff --git a/bin/grpc-as/src/server.rs b/bin/grpc-as/src/server.rs
index b33c411..b87e0e9 100644
--- a/bin/grpc-as/src/server.rs
+++ b/bin/grpc-as/src/server.rs
@@ -29,6 +29,7 @@ fn to_kbs_tee(tee: GrpcTee) -> Tee {
         GrpcTee::Sgx => Tee::Sgx,
         GrpcTee::Snp => Tee::Snp,
         GrpcTee::Tdx => Tee::Tdx,
+        GrpcTee::Csv => Tee::Csv,
         GrpcTee::Sample => Tee::Sample,
     }
 }
diff --git a/protos/attestation.proto b/protos/attestation.proto
index f9def45..3746e3c 100644
--- a/protos/attestation.proto
+++ b/protos/attestation.proto
@@ -8,6 +8,7 @@ enum Tee {
     SNP = 2;
     TDX = 3;
     Sample = 4;
+    CSV = 6;
 }
 
 message AttestationRequest {