diff --git a/CHANGELOG.md b/CHANGELOG.md
index b1f1c21bf9..0a17ad034a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -65,6 +65,7 @@ Ref: https://keepachangelog.com/en/1.0.0/
 * (x/distribution) [#16607](https://github.com/cosmos/cosmos-sdk/pull/16607) use collections for `ValidatorHistoricalRewards` state management:
     * remove `Keeper`: `IterateValidatorHistoricalRewards`, `GetValidatorHistoricalRewards`, `SetValidatorHistoricalRewards`, `DeleteValidatorHistoricalRewards`, `DeleteValidatorHistoricalReward`, `DeleteAllValidatorHistoricalRewards`
 * (x/staking) [#16795](https://github.com/cosmos/cosmos-sdk/pull/16795) `DelegationToDelegationResponse`, `DelegationsToDelegationResponses`, `RedelegationsToRedelegationResponses` are no longer exported.
+* [#16441](https://github.com/cosmos/cosmos-sdk/pull/16441) Params state is migrated to collections. `GetParams` has been removed
 
 ## [v0.50.0-alpha.1](https://github.com/cosmos/cosmos-sdk/releases/tag/v0.50.0-alpha.1) - 2023-06-30
 
diff --git a/tests/integration/evidence/keeper/infraction_test.go b/tests/integration/evidence/keeper/infraction_test.go
index 65346b1661..9c69aa1273 100644
--- a/tests/integration/evidence/keeper/infraction_test.go
+++ b/tests/integration/evidence/keeper/infraction_test.go
@@ -151,7 +151,7 @@ func initFixture(tb testing.TB) *fixture {
 	evidencetypes.RegisterMsgServer(integrationApp.MsgServiceRouter(), keeper.NewMsgServerImpl(*evidenceKeeper))
 	evidencetypes.RegisterQueryServer(integrationApp.QueryHelper(), keeper.NewQuerier(evidenceKeeper))
 
-	assert.NilError(tb, slashingKeeper.SetParams(sdkCtx, testutil.TestParams()))
+	assert.NilError(tb, slashingKeeper.Params.Set(sdkCtx, testutil.TestParams()))
 
 	// set default staking params
 	assert.NilError(tb, stakingKeeper.SetParams(sdkCtx, stakingtypes.DefaultParams()))
diff --git a/tests/integration/slashing/keeper/keeper_test.go b/tests/integration/slashing/keeper/keeper_test.go
index 0f30d6c0fc..8ee839168d 100644
--- a/tests/integration/slashing/keeper/keeper_test.go
+++ b/tests/integration/slashing/keeper/keeper_test.go
@@ -117,7 +117,7 @@ func initFixture(tb testing.TB) *fixture {
 	stakingKeeper.SetParams(sdkCtx, stakingtypes.DefaultParams())
 
 	// TestParams set the SignedBlocksWindow to 1000 and MaxMissedBlocksPerWindow to 500
-	slashingKeeper.SetParams(sdkCtx, testutil.TestParams())
+	slashingKeeper.Params.Set(sdkCtx, testutil.TestParams())
 	addrDels := simtestutil.AddTestAddrsIncremental(bankKeeper, stakingKeeper, sdkCtx, 6, stakingKeeper.TokensFromConsensusPower(sdkCtx, 200))
 	valAddrs := simtestutil.ConvertAddrsToValAddrs(addrDels)
 
diff --git a/x/evidence/CHANGELOG.md b/x/evidence/CHANGELOG.md
index a0a8396846..f5920340e9 100644
--- a/x/evidence/CHANGELOG.md
+++ b/x/evidence/CHANGELOG.md
@@ -35,7 +35,7 @@ Ref: https://keepachangelog.com/en/1.0.0/
 * [#16008](https://github.com/cosmos/cosmos-sdk/pull/16008) NewKeeper now takes in a KVStoreService instead of KVStoreKey, most functions use context.Context instead of sdk.Context and `IterateEvidence` callback function now returns an error to stop interation (`errors.ErrStopIterating`).
 * (keeper) [#15825](https://github.com/cosmos/cosmos-sdk/pull/15825) Evidence constructor now requires an `address.Codec` (`import "cosmossdk.io/core/address"`)
 * [#16336](https://github.com/cosmos/cosmos-sdk/pull/16336) Use collections for state management:
-  * Removed: keeper `SetEvidence`, `GetEvidence`, `IterateEvidences`, `GetAllEvidences`, `MustMarshalEvidence`, `MustUnmarshalEvidence`, `MarshalEvidence`, `UnmarshalEvidence`
+    * Removed: keeper `SetEvidence`, `GetEvidence`, `IterateEvidences`, `GetAllEvidences`, `MustMarshalEvidence`, `MustUnmarshalEvidence`, `MarshalEvidence`, `UnmarshalEvidence`
 
 ### Client Breaking Changes
 
diff --git a/x/slashing/keeper/genesis.go b/x/slashing/keeper/genesis.go
index 5fc8586d39..379bb359c2 100644
--- a/x/slashing/keeper/genesis.go
+++ b/x/slashing/keeper/genesis.go
@@ -42,7 +42,7 @@ func (keeper Keeper) InitGenesis(ctx sdk.Context, stakingKeeper types.StakingKee
 		}
 	}
 
-	if err := keeper.SetParams(ctx, data.Params); err != nil {
+	if err := keeper.Params.Set(ctx, data.Params); err != nil {
 		panic(err)
 	}
 }
@@ -51,7 +51,7 @@ func (keeper Keeper) InitGenesis(ctx sdk.Context, stakingKeeper types.StakingKee
 // to a genesis file, which can be imported again
 // with InitGenesis
 func (keeper Keeper) ExportGenesis(ctx sdk.Context) (data *types.GenesisState) {
-	params, err := keeper.GetParams(ctx)
+	params, err := keeper.Params.Get(ctx)
 	if err != nil {
 		panic(err)
 	}
diff --git a/x/slashing/keeper/genesis_test.go b/x/slashing/keeper/genesis_test.go
index b5eedcc08b..84d5078c7b 100644
--- a/x/slashing/keeper/genesis_test.go
+++ b/x/slashing/keeper/genesis_test.go
@@ -14,7 +14,7 @@ func (s *KeeperTestSuite) TestExportAndInitGenesis() {
 	ctx, keeper := s.ctx, s.slashingKeeper
 	require := s.Require()
 
-	keeper.SetParams(ctx, testutil.TestParams())
+	keeper.Params.Set(ctx, testutil.TestParams())
 
 	consAddr1 := sdk.ConsAddress(sdk.AccAddress([]byte("addr1_______________")))
 	consAddr2 := sdk.ConsAddress(sdk.AccAddress([]byte("addr2_______________")))
diff --git a/x/slashing/keeper/grpc_query.go b/x/slashing/keeper/grpc_query.go
index f702edc85b..3b59097cc8 100644
--- a/x/slashing/keeper/grpc_query.go
+++ b/x/slashing/keeper/grpc_query.go
@@ -25,14 +25,13 @@ func NewQuerier(keeper Keeper) Querier {
 }
 
 // Params returns parameters of x/slashing module
-func (k Keeper) Params(ctx context.Context, req *types.QueryParamsRequest) (*types.QueryParamsResponse, error) {
-	if req == nil {
-		return nil, status.Errorf(codes.InvalidArgument, "empty request")
+func (k Querier) Params(ctx context.Context, req *types.QueryParamsRequest) (*types.QueryParamsResponse, error) {
+	params, err := k.Keeper.Params.Get(ctx)
+	if err != nil {
+		return nil, err
 	}
 
-	params, err := k.GetParams(ctx)
-
-	return &types.QueryParamsResponse{Params: params}, err
+	return &types.QueryParamsResponse{Params: params}, nil
 }
 
 // SigningInfo returns signing-info of a specific validator.
diff --git a/x/slashing/keeper/keeper.go b/x/slashing/keeper/keeper.go
index b710e78e3f..ef12b639e0 100644
--- a/x/slashing/keeper/keeper.go
+++ b/x/slashing/keeper/keeper.go
@@ -4,6 +4,7 @@ import (
 	"context"
 	"fmt"
 
+	"cosmossdk.io/collections"
 	storetypes "cosmossdk.io/core/store"
 	"cosmossdk.io/log"
 	sdkmath "cosmossdk.io/math"
@@ -25,17 +26,28 @@ type Keeper struct {
 	// the address capable of executing a MsgUpdateParams message. Typically, this
 	// should be the x/gov module account.
 	authority string
+	Schema    collections.Schema
+	Params    collections.Item[types.Params]
 }
 
 // NewKeeper creates a slashing keeper
 func NewKeeper(cdc codec.BinaryCodec, legacyAmino *codec.LegacyAmino, storeService storetypes.KVStoreService, sk types.StakingKeeper, authority string) Keeper {
-	return Keeper{
+	sb := collections.NewSchemaBuilder(storeService)
+	k := Keeper{
 		storeService: storeService,
 		cdc:          cdc,
 		legacyAmino:  legacyAmino,
 		sk:           sk,
 		authority:    authority,
+		Params:       collections.NewItem(sb, types.ParamsKey, "params", codec.CollValue[types.Params](cdc)),
 	}
+
+	schema, err := sb.Build()
+	if err != nil {
+		panic(err)
+	}
+	k.Schema = schema
+	return k
 }
 
 // GetAuthority returns the x/slashing module's authority.
diff --git a/x/slashing/keeper/keeper_test.go b/x/slashing/keeper/keeper_test.go
index 8a6b9673a2..339d368b2d 100644
--- a/x/slashing/keeper/keeper_test.go
+++ b/x/slashing/keeper/keeper_test.go
@@ -57,11 +57,11 @@ func (s *KeeperTestSuite) SetupTest() {
 		authtypes.NewModuleAddress(govtypes.ModuleName).String(),
 	)
 	// set test params
-	s.slashingKeeper.SetParams(ctx, slashingtestutil.TestParams())
+	s.slashingKeeper.Params.Set(ctx, slashingtestutil.TestParams())
 
 	slashingtypes.RegisterInterfaces(encCfg.InterfaceRegistry)
 	queryHelper := baseapp.NewQueryServerTestHelper(ctx, encCfg.InterfaceRegistry)
-	slashingtypes.RegisterQueryServer(queryHelper, s.slashingKeeper)
+	slashingtypes.RegisterQueryServer(queryHelper, slashingkeeper.NewQuerier(s.slashingKeeper))
 
 	s.queryClient = slashingtypes.NewQueryClient(queryHelper)
 	s.msgServer = slashingkeeper.NewMsgServerImpl(s.slashingKeeper)
diff --git a/x/slashing/keeper/migrations.go b/x/slashing/keeper/migrations.go
index 356db7336f..ef83eb577f 100644
--- a/x/slashing/keeper/migrations.go
+++ b/x/slashing/keeper/migrations.go
@@ -39,7 +39,7 @@ func (m Migrator) Migrate2to3(ctx sdk.Context) error {
 // bitmap.
 func (m Migrator) Migrate3to4(ctx sdk.Context) error {
 	store := runtime.KVStoreAdapter(m.keeper.storeService.OpenKVStore(ctx))
-	params, err := m.keeper.GetParams(ctx)
+	params, err := m.keeper.Params.Get(ctx)
 	if err != nil {
 		return err
 	}
diff --git a/x/slashing/keeper/msg_server.go b/x/slashing/keeper/msg_server.go
index b566339334..5b22436d51 100644
--- a/x/slashing/keeper/msg_server.go
+++ b/x/slashing/keeper/msg_server.go
@@ -35,7 +35,7 @@ func (k msgServer) UpdateParams(goCtx context.Context, msg *types.MsgUpdateParam
 	}
 
 	ctx := sdk.UnwrapSDKContext(goCtx)
-	if err := k.SetParams(ctx, msg.Params); err != nil {
+	if err := k.Params.Set(ctx, msg.Params); err != nil {
 		return nil, err
 	}
 
diff --git a/x/slashing/keeper/params.go b/x/slashing/keeper/params.go
index 5fb7fac627..c3ee3bb2be 100644
--- a/x/slashing/keeper/params.go
+++ b/x/slashing/keeper/params.go
@@ -5,19 +5,17 @@ import (
 	"time"
 
 	sdkmath "cosmossdk.io/math"
-
-	"github.com/cosmos/cosmos-sdk/x/slashing/types"
 )
 
 // SignedBlocksWindow - sliding window for downtime slashing
 func (k Keeper) SignedBlocksWindow(ctx context.Context) (int64, error) {
-	params, err := k.GetParams(ctx)
+	params, err := k.Params.Get(ctx)
 	return params.SignedBlocksWindow, err
 }
 
 // MinSignedPerWindow - minimum blocks signed per window
 func (k Keeper) MinSignedPerWindow(ctx context.Context) (int64, error) {
-	params, err := k.GetParams(ctx)
+	params, err := k.Params.Get(ctx)
 	if err != nil {
 		return 0, err
 	}
@@ -32,44 +30,18 @@ func (k Keeper) MinSignedPerWindow(ctx context.Context) (int64, error) {
 
 // DowntimeJailDuration - Downtime unbond duration
 func (k Keeper) DowntimeJailDuration(ctx context.Context) (time.Duration, error) {
-	params, err := k.GetParams(ctx)
+	params, err := k.Params.Get(ctx)
 	return params.DowntimeJailDuration, err
 }
 
 // SlashFractionDoubleSign - fraction of power slashed in case of double sign
 func (k Keeper) SlashFractionDoubleSign(ctx context.Context) (sdkmath.LegacyDec, error) {
-	params, err := k.GetParams(ctx)
+	params, err := k.Params.Get(ctx)
 	return params.SlashFractionDoubleSign, err
 }
 
 // SlashFractionDowntime - fraction of power slashed for downtime
 func (k Keeper) SlashFractionDowntime(ctx context.Context) (sdkmath.LegacyDec, error) {
-	params, err := k.GetParams(ctx)
+	params, err := k.Params.Get(ctx)
 	return params.SlashFractionDowntime, err
 }
-
-// GetParams returns the current x/slashing module parameters.
-func (k Keeper) GetParams(ctx context.Context) (params types.Params, err error) {
-	store := k.storeService.OpenKVStore(ctx)
-	bz, err := store.Get(types.ParamsKey)
-	if err != nil {
-		return params, err
-	}
-	if bz == nil {
-		return params, nil
-	}
-
-	err = k.cdc.Unmarshal(bz, &params)
-	return params, err
-}
-
-// SetParams sets the x/slashing module parameters.
-// CONTRACT: This method performs no validation of the parameters.
-func (k Keeper) SetParams(ctx context.Context, params types.Params) error {
-	store := k.storeService.OpenKVStore(ctx)
-	bz, err := k.cdc.Marshal(&params)
-	if err != nil {
-		return err
-	}
-	return store.Set(types.ParamsKey, bz)
-}
diff --git a/x/slashing/keeper/signing_info_test.go b/x/slashing/keeper/signing_info_test.go
index e6e0af449f..14b7221bf2 100644
--- a/x/slashing/keeper/signing_info_test.go
+++ b/x/slashing/keeper/signing_info_test.go
@@ -60,7 +60,7 @@ func (s *KeeperTestSuite) TestValidatorMissedBlockBitmap_SmallWindow() {
 	for _, window := range []int64{100, 32_000} {
 		params := testutil.TestParams()
 		params.SignedBlocksWindow = window
-		require.NoError(keeper.SetParams(ctx, params))
+		require.NoError(keeper.Params.Set(ctx, params))
 
 		// validator misses all blocks in the window
 		var valIdxOffset int64
diff --git a/x/slashing/module.go b/x/slashing/module.go
index e050fb0041..b92d005b83 100644
--- a/x/slashing/module.go
+++ b/x/slashing/module.go
@@ -147,7 +147,7 @@ func (AppModule) Name() string {
 // RegisterServices registers module services.
 func (am AppModule) RegisterServices(cfg module.Configurator) {
 	types.RegisterMsgServer(cfg.MsgServer(), keeper.NewMsgServerImpl(am.keeper))
-	types.RegisterQueryServer(cfg.QueryServer(), am.keeper)
+	types.RegisterQueryServer(cfg.QueryServer(), keeper.NewQuerier(am.keeper))
 
 	m := keeper.NewMigrator(am.keeper, am.legacySubspace)
 	if err := cfg.RegisterMigration(types.ModuleName, 1, m.Migrate1to2); err != nil {
diff --git a/x/slashing/types/keys.go b/x/slashing/types/keys.go
index 856780f86c..ffd1c73650 100644
--- a/x/slashing/types/keys.go
+++ b/x/slashing/types/keys.go
@@ -3,6 +3,8 @@ package types
 import (
 	"encoding/binary"
 
+	"cosmossdk.io/collections"
+
 	sdk "github.com/cosmos/cosmos-sdk/types"
 	"github.com/cosmos/cosmos-sdk/types/address"
 	"github.com/cosmos/cosmos-sdk/types/kv"
@@ -48,10 +50,10 @@ const (
 // - 0x03<accAddrLen (1 Byte)><accAddr_Bytes>: cryptotypes.PubKey
 
 var (
-	ParamsKey                           = []byte{0x00} // Prefix for params key
-	ValidatorSigningInfoKeyPrefix       = []byte{0x01} // Prefix for signing info
-	ValidatorMissedBlockBitmapKeyPrefix = []byte{0x02} // Prefix for missed block bitmap
-	AddrPubkeyRelationKeyPrefix         = []byte{0x03} // Prefix for address-pubkey relation
+	ParamsKey                           = collections.NewPrefix(0) // Prefix for params key
+	ValidatorSigningInfoKeyPrefix       = []byte{0x01}             // Prefix for signing info
+	ValidatorMissedBlockBitmapKeyPrefix = []byte{0x02}             // Prefix for missed block bitmap
+	AddrPubkeyRelationKeyPrefix         = []byte{0x03}             // Prefix for address-pubkey relation
 )
 
 // ValidatorSigningInfoKey - stored by *Consensus* address (not operator address)