diff --git a/pkg/jwt/rsa_sha_signature_validator.go b/pkg/jwt/rsa_sha_signature_validator.go
index b708c901d..c5e5d4ccd 100644
--- a/pkg/jwt/rsa_sha_signature_validator.go
+++ b/pkg/jwt/rsa_sha_signature_validator.go
@@ -15,7 +15,8 @@ type rsaSHASignatureValidator struct {
 // NewRSASHASignatureValidator creates a SignatureValidator that expects
 // the signature of a JWT to use the Rivest-Shamir-Adleman (RSA)
 // cryptosystem, using SHA-256, SHA-384 or SHA-512 as a hashing
-// algorithm.
+// algorithm. Both PKCS#1 v1.5 (RS256/RS384/RS512) and PSS
+// (PS256/PS384/PS512) padding schemes are supported.
 //
 // RSA uses asymmetrical cryptography, meaning that signing is performed
 // using a private key, while verification only relies on a public key.
@@ -30,7 +31,20 @@ func NewRSASHASignatureValidator(key *rsa.PublicKey) SignatureValidator {
 func (sv *rsaSHASignatureValidator) ValidateSignature(algorithm string, keyID *string, headerAndPayload string, signature []byte) bool {
 	var hashType crypto.Hash
 	var hasher hash.Hash
+	var pssOpts *rsa.PSSOptions
 	switch algorithm {
+	case "PS256":
+		hashType = crypto.SHA256
+		hasher = sha256.New()
+		pssOpts = &rsa.PSSOptions{SaltLength: rsa.PSSSaltLengthEqualsHash, Hash: crypto.SHA256}
+	case "PS384":
+		hashType = crypto.SHA384
+		hasher = sha512.New384()
+		pssOpts = &rsa.PSSOptions{SaltLength: rsa.PSSSaltLengthEqualsHash, Hash: crypto.SHA384}
+	case "PS512":
+		hashType = crypto.SHA512
+		hasher = sha512.New()
+		pssOpts = &rsa.PSSOptions{SaltLength: rsa.PSSSaltLengthEqualsHash, Hash: crypto.SHA512}
 	case "RS256":
 		hashType = crypto.SHA256
 		hasher = sha256.New()
@@ -44,5 +58,9 @@ func (sv *rsaSHASignatureValidator) ValidateSignature(algorithm string, keyID *s
 		return false
 	}
 	hasher.Write([]byte(headerAndPayload))
-	return rsa.VerifyPKCS1v15(sv.key, hashType, hasher.Sum(nil), signature) == nil
+	digest := hasher.Sum(nil)
+	if pssOpts != nil {
+		return rsa.VerifyPSS(sv.key, hashType, digest, signature, pssOpts) == nil
+	}
+	return rsa.VerifyPKCS1v15(sv.key, hashType, digest, signature) == nil
 }
diff --git a/pkg/jwt/rsa_sha_signature_validator_test.go b/pkg/jwt/rsa_sha_signature_validator_test.go
index 5bd8b5aa1..fd484e4f5 100644
--- a/pkg/jwt/rsa_sha_signature_validator_test.go
+++ b/pkg/jwt/rsa_sha_signature_validator_test.go
@@ -1,7 +1,12 @@
 package jwt_test
 
 import (
+	"bytes"
+	"crypto"
+	"crypto/rand"
 	"crypto/rsa"
+	"crypto/sha256"
+	"crypto/sha512"
 	"crypto/x509"
 	"encoding/pem"
 	"testing"
@@ -276,4 +281,96 @@ mwIDAQAB
 			0x21, 0x5d, 0x0e, 0x9c, 0xf2, 0x7d, 0x07, 0x0f,
 			0x54, 0x13, 0xc7, 0xef, 0xe0, 0x25, 0xec, 0xe5,
 		}))
+
+	// RSA-PSS uses a different (statically embedded) private key
+	// because PSS signatures are randomized via salt and so must be
+	// generated at test time. The "invalid signature" cases below
+	// flip a byte of the valid signature at runtime.
+	pssBlock, _ := pem.Decode([]byte(`-----BEGIN PRIVATE KEY-----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+-----END PRIVATE KEY-----`))
+	require.NotNil(t, pssBlock)
+	pssParsedKey, err := x509.ParsePKCS8PrivateKey(pssBlock.Bytes)
+	require.NoError(t, err)
+	pssKey := pssParsedKey.(*rsa.PrivateKey)
+	pssValidator := jwt.NewRSASHASignatureValidator(&pssKey.PublicKey)
+
+	// RSA-PSS with SHA-256, both with a valid and invalid signature.
+	ps256Digest := sha256.Sum256([]byte("eyJhbGciOiJQUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIn0"))
+	ps256ValidSig, err := rsa.SignPSS(rand.Reader, pssKey, crypto.SHA256, ps256Digest[:],
+		&rsa.PSSOptions{SaltLength: rsa.PSSSaltLengthEqualsHash, Hash: crypto.SHA256})
+	require.NoError(t, err)
+	ps256InvalidSig := bytes.Clone(ps256ValidSig)
+	ps256InvalidSig[0] ^= 0xff
+	require.True(t, pssValidator.ValidateSignature(
+		"PS256",
+		/* keyID = */ nil,
+		"eyJhbGciOiJQUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIn0",
+		ps256ValidSig))
+	require.False(t, pssValidator.ValidateSignature(
+		"PS256",
+		/* keyID = */ nil,
+		"eyJhbGciOiJQUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIn0",
+		ps256InvalidSig))
+
+	// RSA-PSS with SHA-384, both with a valid and invalid signature.
+	ps384Digest := sha512.Sum384([]byte("eyJhbGciOiJQUzM4NCIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIn0"))
+	ps384ValidSig, err := rsa.SignPSS(rand.Reader, pssKey, crypto.SHA384, ps384Digest[:],
+		&rsa.PSSOptions{SaltLength: rsa.PSSSaltLengthEqualsHash, Hash: crypto.SHA384})
+	require.NoError(t, err)
+	ps384InvalidSig := bytes.Clone(ps384ValidSig)
+	ps384InvalidSig[0] ^= 0xff
+	require.True(t, pssValidator.ValidateSignature(
+		"PS384",
+		/* keyID = */ nil,
+		"eyJhbGciOiJQUzM4NCIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIn0",
+		ps384ValidSig))
+	require.False(t, pssValidator.ValidateSignature(
+		"PS384",
+		/* keyID = */ nil,
+		"eyJhbGciOiJQUzM4NCIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIn0",
+		ps384InvalidSig))
+
+	// RSA-PSS with SHA-512, both with a valid and invalid signature.
+	ps512Digest := sha512.Sum512([]byte("eyJhbGciOiJQUzUxMiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIn0"))
+	ps512ValidSig, err := rsa.SignPSS(rand.Reader, pssKey, crypto.SHA512, ps512Digest[:],
+		&rsa.PSSOptions{SaltLength: rsa.PSSSaltLengthEqualsHash, Hash: crypto.SHA512})
+	require.NoError(t, err)
+	ps512InvalidSig := bytes.Clone(ps512ValidSig)
+	ps512InvalidSig[0] ^= 0xff
+	require.True(t, pssValidator.ValidateSignature(
+		"PS512",
+		/* keyID = */ nil,
+		"eyJhbGciOiJQUzUxMiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIn0",
+		ps512ValidSig))
+	require.False(t, pssValidator.ValidateSignature(
+		"PS512",
+		/* keyID = */ nil,
+		"eyJhbGciOiJQUzUxMiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIn0",
+		ps512InvalidSig))
 }